awesome-image-registration

Awesome Image Registration

A curated list of image registration related books, papers, videos, and toolboxes

Image registration is the process of transforming different sets of data into one coordinate system. Data may be multiple photographs, and from different sensors, times, depths, or viewpoints.

It is used in computer vision, medical imaging, military automatic target recognition, compiling and analyzing images and data from satellites. Registration is necessary in order to be able to compare or integrate the data obtained from different measurements.

We use another project to automatically track updates to IR papers, click on IR-paper-update-tracker if you need it.

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More items will be added to the repository. Please feel free to suggest other key resources by opening an issue report, submitting a pull request, or dropping me an email @ (im.young@foxmail.com). Enjoy reading!

Paper Lists

2020s: 2026 2025 2024 2023 2022 2021 2020
2010s: 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010
2000s: 2009 2008 2007 2006 2005 2004 2003 2002 2001 2000
1990s: 1999 1998 1997 1996 1995 1994 1993 1992 1991 1990
1980s & earlier: 1989 1988 1987 1986 1985 1984 1983 1982 1981 1980 1979 1977 1975 1972

Learning Resources

Datasets
Competitions
Toolbox
Books
Tutorials
Blogs
Courses Seminars and Videos
Conferences and Workshops
Journals

Paper Lists

A paper list of image registration.

Keywords

medi.: medical image nat.: natural image rs.: remote sensing pc.: point cloud

data.: dataset dep.: deep learning

oth.: other, including correspondence, mapping, matching, alignment…

Statistics: :fire: code is available & stars >= 100

:star: citation >= 50

Update log

Last updated: 2026/05/21

2026/05/21 - major update: merge ~3,500 papers from IR-Papers.md, extend coverage from 2026 to 1972 (51 years), add new venues (TMI, JBHI, IPMI, MM, IJCV, etc.), unify paper format, and remove duplicates.

2025/09/21 - update recent papers

2025/04/25 - update recent papers and add the repository link of Awesome-Medical-Image-Registration

2024/12/03 - update recent papers

2024/04/30 - update recent papers on TPAMI/MICCAI/CVPR/ICCV/ECCV/AAAI/NeurIPS/MIA/ICLR

2023/03/02 - add papers according to 3D-PointCloud, update recent papers on CVPR/ECCV 2022

2022/07/27 - update recent papers on ECCV 2022

2022/07/14 - add the corresponding open source code for the 2022 papers

2022/07/12 - update recent papers on AAAI 2022 and add information about competitions

2022/06/19 - update recent TPAMI papers (2017-2021) about image registration according to dblp search engine, update recent MICCAI papers about image registration according to MICCAI-OpenSourcePapers.

2022/06/18 - update recent papers (2017-2021) on CVPR/ICCV/ECCV/AAAI/NeurIPS/MIA about image registration according to dblp search engine.

2022/06/18 - update papers (2020-2022) about point cloud registration from awesome-point-cloud-analysis-2023.

2020/04/20 - update recent papers (2017-2020) about point cloud registration and make some diagram about history of image registration.

2026

AAAI

Adaptive Agent Selection and Interaction Network for Image-to-Point Cloud Registration. [PUB]
AerialFusion: Co-Motion-Driven Unified Registration and Fusion on Multi-modal Data Streams from Aerial View. [PUB]
Ambiguity-aware Truncated Flow Matching for Ambiguous Medical Image Segmentation. [PUB]
BAT: Learning Event-based Optical Flow with Bidirectional Adaptive Temporal Correlation. [PUB]
DFMN: A Dual-feet Matching Network with Hybrid Transformer-based Feature Extractor for Unsupervised Deformable Medical Image Registration. [PUB]
FlowAnyTime: Efficient Fine-tuning with Intra-Inter Frame Distillation for All-Weather Optical Flow Estimation. [PUB]
Graph Flow Matching: Enhancing Image Generation with Neighbor-Aware Flow Fields. [PUB]
Intra-Image Mining and Symmetric Maximum Concept Matching for Few Shot Out-of-Distribution Detection. [PUB] [data.]
MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration. [PUB]
RAW-Flow: Advancing RGB-to-RAW Image Reconstruction with Deterministic Latent Flow Matching. [PUB]
SGPFeat: Semantic and Geometric Priors for Multi-modal Image Matching. [PUB]
SOMA: Feature Gradient Enhanced Affine-Flow Matching for SAR-Optical Registration. [PUB]
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models. [PUB]

TPAMI

Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration. [PUB]
BEVTrack: Multi-View Multi-Human Registration and Tracking in the Bird's Eye View. [PUB]
Consistency-Aware Spot-Guided Transformer for Accurate and Versatile Point Cloud Registration. [PUB]
Iterative Differential Entropy Minimization (IDEM) Method for Fine Rigid Pairwise 3D Point Cloud Registration: A Focus on the Metric. [PUB] [pc.]
Joint Sparse Optical Flow Estimation and Keypoint Detection via Dual-task Imperative Learning. [PUB]
Learning Efficient Meshflow and Optical Flow From Event Cameras. [PUB]
OIF-PCR++: Point Cloud Registration via Progressive Distillation of Conditional Positional Encoding. [PUB]
PAVM: Progressive and Adaptive Variance Minimization Algorithm for Robust Registration. [PUB] [pc.]
Single Voter Spreading for Efficient Correspondence Grouping and 3D Registration. [PUB]
Spike Camera Optical Flow Estimation Based on Continuous Spike Streams. [PUB] [oth.]

IJCV

CylindFormer: Image-to-Point Cloud Registration with Cylindrical Transformer. [PUB]
Deep Learning-Based Point Cloud Registration: A Comprehensive Survey and Taxonomy. [PUB]
Robust Partial-to-Partial Point Cloud Registration with Overlapping Mask Learning. [PUB] [pc.]

TMI

CASHNet: Context-Aware Semantics-Driven Hierarchical Network for Hybrid Diffeomorphic CT-CBCT Image Registration. [PUB] [CODE]
Diff-Def: Diffusion-Generated Deformation Fields for Conditional Atlases. [PUB]
Efficient Large-Deformation Medical Image Registration via Recurrent Dynamic Correlation. [PUB]
MoE-Morph: Lightweight Pyramid Model With Heterogeneous Mixture of Experts for Deformable Medical Image Registration. [PUB] [CODE]
Overlap-Aware Online-Adaptive Non-Rigid Registration of Intraoperative Tissue in Minimally Invasive Surgery. [PUB] [CODE] [medi.]

MIA

ARDMR: Adaptive recursive inference and representation disentanglement for multimodal large deformation registration. [PUB] [CODE]
BIASNet: A bidirectional feature alignment and semantics-guided network for weakly-supervised medical image registration. [PUB] [CODE]
BundleWarp: Enhancing white matter tractometry and morphometry with precise neuronal mapping using streamline-based nonlinear registration. [PUB]
Calibration-free 3D-2D surface registration for image guided intervention. [PUB]
DVAP-Reg: Dual-view anatomical prior-driven cross-dimensional registration for spinal surgery navigation. [PUB] [CODE]
From model based to learned regularization in medical image registration: A comprehensive review. [PUB]
GAGM: Geometry-aware graph matching framework for weakly supervised gyral hinge correspondence. [PUB] [CODE]
ISDR-Net: Interpretable Self-Supervised Differentiable Rendering Network for monocular dynamic sensor-head pose tracking and registration. [PUB] [dep.]
Iterative learning for joint image denoising and motion artifact correction of 3D brain MRI. [PUB]
Learning dual-scale context with overlap awareness for keypoint-driven partial-overlap medical image registration. [PUB] [medi.]
ModeTv2: GPU-accelerated motion decomposition transformer for pairwise optimization in medical image registration. [PUB]
OphMatcher: Uncertainty-aware self-training on ophthalmic surgical videos for anatomy-constrained matching and intraoprative navigation. [PUB] [medi.]
Robust non-rigid image-to-patient registration for contactless dynamic thoracic tumor localization using recursive deformable diffusion models. [PUB]
Spatio-temporal registration of multi-perspective 3D echocardiography for improved strain estimation. [PUB] [medi.]
Unsupervised learning of spatially varying regularization for diffeomorphic image registration. [PUB] [dep.]
Unsupervised multimodal surface registration with geometric deep learning. [PUB] [CODE]
UTMorph: A hybrid CNN-transformer network for weakly-supervised multimodal image registration in biopsy puncture. [PUB] [CODE]
Vision foundation model for 3D magnetic resonance imaging segmentation, classification, and registration. [PUB]

JBHI

Medical Image Privacy in Federated Learning: Segmentation-Reorganization and Sparsified Gradient Matching Attacks. [PUB] [medi.]
Resolving the Ambiguity of Complete-to-Partial Point Cloud Registration for Image-Guided Liver Surgery With Patches-to-Partial Matching. [PUB] [CODE]

2025

CVPR

AutoURDF: Unsupervised Robot Modeling from Point Cloud Frames Using Cluster Registration. [PUB]
Blood Flow Speed Estimation with Optical Coherence Tomography Angiography Images. [PUB] [CODE]
Bridge Frame and Event: Common Spatiotemporal Fusion for High-Dynamic Scene Optical Flow. [PUB] [oth.]
CamFreeDiff: Camera-free Image to Panorama Generation with Diffusion Model. [PUB]
CARL: A Framework for Equivariant Image Registration. [PUB]
ColabSfM: Collaborative Structure-from-Motion by Point Cloud Registration. [PUB]
Cross-Rejective Open-Set SAR Image Registration. [PUB]
DPFlow: Adaptive Optical Flow Estimation with a Dual-Pyramid Framework. [PUB] [CODE]
Dr. Splat: Directly Referring 3D Gaussian Splatting via Direct Language Embedding Registration. [PUB]
Dual Focus-Attention Transformer for Robust Point Cloud Registration. [PUB]
EDCFlow: Exploring Temporally Dense Difference Maps for Event-based Optical Flow Estimation. [PUB]
FloVD: Optical Flow Meets Video Diffusion Model for Enhanced Camera-Controlled Video Synthesis. [PUB]
GraphI2P: Image-to-Point Cloud Registration with Exploring Pattern of Correspondence via Graph Learning. [PUB]
HeMoRa: Unsupervised Heuristic Consensus Sampling for Robust Point Cloud Registration. [PUB]
ICP: Immediate Compensation Pruning for Mid-to-high Sparsity. [PUB]
Image Over Text: Transforming Formula Recognition Evaluation with Character Detection Matching. [PUB] [CODE]
Implicit Correspondence Learning for Image-to-Point Cloud Registration. [PUB]
MINIMA: Modality Invariant Image Matching. [PUB] [CODE]
Mosaic of Modalities: A Comprehensive Benchmark for Multimodal Graph Learning. [PUB]
Mosaic3D: Foundation Dataset and Model for Open-Vocabulary 3D Segmentation. [PUB]
Multi-Modal Synergistic Implicit Image Enhancement for Efficient Optical Flow Estimation. [PUB] [oth.]
MultiMorph: On-demand Atlas Construction. [PUB] CODE
Optical-Flow Guided Prompt Optimization for Coherent Video Generation. [PUB]
Panorama Generation From NFoV Image Done Right. [PUB]
Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction. [PUB] [CODE]
Progressive Correspondence Regenerator for Robust 3D Registration. [PUB]
RUBIK: A Structured Benchmark for Image Matching across Geometric Challenges. [PUB]
SACB-Net: Spatial-awareness Convolutions for Medical Image Registration. [PUB] CODE
Shape and Texture: What Influences Reliable Optical Flow Estimation?. [PUB] [CODE] [oth.]
Stable-SCore: A Stable Registration-based Framework for 3D Shape Correspondence. [PUB]
Test-Time Domain Generalization via Universe Learning: A Multi-Graph Matching Approach for Medical Image Segmentation. [PUB] [CODE]
Thin-Shell-SfT: Fine-Grained Monocular Non-rigid 3D Surface Tracking with Neural Deformation Fields. [PUB]
Towards Realistic Example-based Modeling via 3D Gaussian Stitching. [PUB]
Unlocking Generalization Power in LiDAR Point Cloud Registration. [PUB]
Zero-shot RGB-D Point Cloud Registration with Pre-trained Large Vision Model. [PUB]

ICCV

Adversarial Distribution Matching for Diffusion Distillation Towards Efficient Image and Video Synthesis. [PUB]
Aligning Information Capacity Between Vision and Language via Dense-to-Sparse Feature Distillation for Image-Text Matching. [PUB]
AM-Adapter: Appearance Matching Adapter for Exemplar-Based Semantic Image Synthesis In-the-Wild. [PUB]
Anchor Token Matching: Implicit Structure Locking for Training-Free AR Image Editing. [PUB] [CODE] [dep.]
Balanced Image Stylization with Style Matching Score. [PUB]
Buffer-X: Towards Zero-Shot Point Cloud Registration in Diverse Scenes. [PUB] [CODE]
CA-I2P: Channel-Adaptive Registration Network with Global Optimal Selection. [PUB] [pc.]
CoMatch: Dynamic Covisibility-Aware Transformer for Bilateral Subpixel-Level Semi-Dense Image Matching. [PUB] [CODE]
Correspondence-Free Fast and Robust Spherical Point Pattern Registration. [PUB] [CODE]
Diff2I2P: Differentiable Image-to-Point Cloud Registration with Diffusion Prior. [PUB] [CODE]
EDFFDNet: Towards Accurate and Efficient Unsupervised Multi-Grid Image Registration. [PUB]
EMatch: A Unified Framework for Event-Based Optical Flow and Stereo Matching. [PUB] [CODE] [oth.]
ERNet: Efficient Non-Rigid Registration Network for Point Sequences. [PUB]
Fine-Grained 3D Gaussian Head Avatars Modeling from Static Captures Via Joint Reconstruction and Registration. [PUB]
Flow4Agent: Long-form Video Understanding via Motion Prior from Optical Flow. [PUB]
FlowSeek: Optical Flow Made Easier with Depth Foundation Models and Motion Bases. [PUB]
GaussianReg: Rapid 2D/3D Registration for Emergency Surgery Via Explicit 3D Modeling with Gaussian Primitives. [PUB]
HOMO-Feature: Cross-Arbitrary-Modal Image Matching with Homomorphism of Organized Major Orientation. [PUB] [oth.]
How Do Optical Flow and Textual Prompts Collaborate to Assist in Audio-Visual Semantic Segmentation?. [PUB]
HyperGCT: A Dynamic Hyper-GNN-Learned Geometric Constraint for 3D Registration. [PUB]
LBM: Latent Bridge Matching for Fast Image-to-Image Translation. [PUB]
Learning Dense Feature Matching via Lifting Single 2D Image to 3D Space. [PUB] [CODE]
Learning Large Motion Estimation from Intermediate Representations with a High-Resolution Optical Flow Dataset Featuring Long-Range Dynamic Motion. [PUB]
Leveraging Local Patch Alignment to Seam-Cutting for Large Parallax Image Stitching. [PUB] [CODE] [oth.]
LLM-Enhanced Action-Aware Multi-Modal Prompt Tuning for Image-Text Matching. [PUB] [CODE]
MEMFOF: High-Resolution Training for Memory-Efficient Multi-Frame Optical Flow Estimation. [PUB] [CODE]
Mind the Gap: Aligning Vision Foundation Models to Image Feature Matching. [PUB]
PixelStitch: Structure-Preserving Pixel-Wise Bidirectional Warps for Unsupervised Image Stitching. [PUB] [oth.]
PriOr-Flow: Enhancing Primitive Panoramic Optical Flow with Orthogonal View. [PUB] [CODE]
RARE: Refine Any Registration of Pairwise Point Clouds via Zero-Shot Learning. [PUB] [CODE]
RegGS: Unposed Sparse Views Gaussian Splatting with 3DGS Registration. [PUB]
Registration beyond Points: General Affine Subspace Alignment via Geodesic Distance on Grassmann Manifold. [PUB] [CODE]
Removing Cost Volumes from Optical Flow Estimators. [PUB] [oth.]
ReTracker: Exploring Image Matching for Robust Online Any Point Tracking. [PUB] [oth.]
Towards Open-World Generation of Stereo Images and Unsupervised Matching. [PUB] [oth.]
Turboreg: Turboclique for Robust and Efficient Point Cloud Registration. [PUB]
U-ViLAR: Uncertainty-Aware Visual Localization for Autonomous Driving via Differentiable Association and Registration. [PUB] [rs.]
Unsupervised Joint Learning of Optical Flow and Intensity with Event Cameras. [PUB] [CODE]
Unsupervised Rgb-D Point Cloud Registration for Scenes With Low Overlap and Photometric Inconsistency. [PUB] [pc.]
ZeroStereo: Zero-Shot Stereo Matching from Single Images. [PUB] [CODE]

ICML

FlowAR: Scale-wise Autoregressive Image Generation Meets Flow Matching. [PUB] [CODE]
FlowDrag: 3D-aware Drag-based Image Editing with Mesh-guided Deformation Vector Flow Fields. [PUB]
Generative Point Cloud Registration. [PUB] [pc.]
Graph-Assisted Stitching for Offline Hierarchical Reinforcement Learning. [PUB] [CODE]
Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching. [PUB]

ICLR

CubeDiff: Repurposing Diffusion-Based Image Models for Panorama Generation. [PUB]
Discovering Clone Negatives via Adaptive Contrastive Learning for Image-Text Matching. [PUB]
Distilled Decoding 1: One-step Sampling of Image Auto-regressive Models with Flow Matching. [PUB] [CODE]
Hierarchical Uncertainty Estimation for Learning-based Registration in Neuroimaging. [PUB]
Implicit Neural Surface Deformation with Explicit Velocity Fields. [PUB] [pc.]
InstaRevive: One-Step Image Enhancement via Dynamic Score Matching. [PUB] [CODE] [dep.]
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis. [PUB] CODE
Moner: Motion Correction in Undersampled Radial MRI with Unsupervised Neural Representation. [PUB] [CODE]
Occlusion-aware Non-Rigid Point Cloud Registration via Unsupervised Neural Deformation Correntropy. [PUB]
PnP-Flow: Plug-and-Play Image Restoration with Flow Matching. [PUB] [CODE]

AAAI

A Gaussian Filter-Based 3D Registration Method for Series Section Electron Microscopy. [PUB]
Achieving Ensemble-Like Performance in a Single Model: A Feature Diversification Framework for Image-Text Matching. [PUB] [dep.]
Bridge 2D-3D: Uncertainty-aware Hierarchical Registration Network with Domain Alignment. [PUB] [pc.]
Cross-PCR: A Robust Cross-Source Point Cloud Registration Framework. [PUB]
Expanding the Scope of Negatives: Boosting Image-Text Matching with Negatives Distribution Guided Learning. [PUB]
FAMNet: Frequency-aware Matching Network for Cross-domain Few-shot Medical Image Segmentation. [PUB] [medi.]
GRICP: Granular-Ball Iterative Closest Point with Multikernel Correntropy for Point Cloud Fine Registration. [PUB]
HybridReg: Robust 3D Point Cloud Registration with Hybrid Motions. [PUB]
M2Flow: A Motion Information Fusion Framework for Enhanced Unsupervised Optical Flow Estimation in Autonomous Driving. [PUB]
MASS: Overcoming Language Bias in Image-Text Matching. [PUB]
Matching While Perceiving: Enhance Image Feature Matching with Applicable Semantic Amalgamation. [PUB]
Object-level Geometric Structure Preserving for Natural Image Stitching. [PUB]
Partial Point Cloud Registration with Multi-view 2D Image Learning. [PUB]
PSReg: Prior-guided Sparse Mixture of Experts for Point Cloud Registration. [PUB]
Stitch, Contrast, and Segment: Learning a Human Action Segmentation Model Using Trimmed Skeleton Videos. [PUB]
Where Precision Meets Efficiency: Transformation Diffusion Model for Point Cloud Registration. [PUB]

IJCAI

Boosting Zero-shot Stereo Matching Using Large-Scale Mixed Images Sources in the Real World. [PUB]
GPI-Net: Gestalt-Guided Parallel Interaction Network via Orthogonal Geometric Consistency for Robust Point Cloud Registration. [PUB] [CODE]
Multimodal Image Matching Based on Cross-Modality Completion Pre-training. [PUB]
Optical Flow Estimation for Tiny Objects: New Problem, Specialized Benchmark, and Bioinspired Scheme. [PUB] [CODE]
Top-I2P: Explore Open-Domain Image-to-Point Cloud Registration Using Topology Relationship. [PUB]

TPAMI

Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation. [PUB]
Flow-Anything: Learning Real-World Optical Flow Estimation From Large-Scale Single-View Images. [PUB]
Homeomorphism Prior for False Positive and Negative Problem in Medical Image Dense Contrastive Representation Learning. [PUB] CODE
Investigating Synthetic-to-Real Transfer Robustness for Stereo Matching and Optical Flow Estimation. [PUB]
MOL: Joint Estimation of Micro-Expression, Optical Flow, and Landmark via Transformer-Graph-Style Convolution. [PUB]
Non-Rigid Point Cloud Registration via Anisotropic Hybrid Field Harmonization. [PUB]
Self-Supervised High-Order Information Bottleneck Learning of Spiking Neural Network for Robust Event-Based Optical Flow Estimation. [PUB]
SPARE: Symmetrized Point-to-Plane Distance for Robust Non-Rigid 3D Registration. [PUB] [pc.]
StabStitch++: Unsupervised Online Video Stitching With Spatiotemporal Bidirectional Warps. [PUB]
Unpaired Image-Text Matching via Multimodal Aligned Conceptual Knowledge. [PUB]

IJCV

A Physics-Informed Deep Learning Deformable Medical Image Registration Method Based on Neural ODEs. [PUB]
Bi-VLGM: Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation. [PUB]
C2RF: Bridging Multi-modal Image Registration and Fusion via Commonality Mining and Contrastive Learning. [PUB]
CEDFlow++: Latent Contour Enhancement for Dark Optical Flow Estimation. [PUB] [oth.]
CLIMS++: Cross Language Image Matching with Automatic Context Discovery for Weakly Supervised Semantic Segmentation. [PUB] [oth.]
Collective Migration-Inspired Large-Deformation Compensation for Nonrigid Image Registration. [PUB]
Enhance Image-to-Point-Cloud Registration with Beltrami Flow. [PUB]
FlowSDF: Flow Matching for Medical Image Segmentation Using Distance Transforms. [PUB] [medi.]

TMI

A Novel Few-Shot Learning Framework for Supervised Diffeomorphic Image Registration Network. [PUB] [CODE]
CGNet: A Correlation-Guided Registration Network for Unsupervised Deformable Image Registration. [PUB]
ConvexAdam: Self-Configuring Dual-Optimization-Based 3D Multitask Medical Image Registration. [PUB] [CODE]
Decoder-Only Image Registration. [PUB] [CODE]
DINO-Reg: Efficient Multimodal Image Registration With Distilled Features. [PUB] [CODE]
Estimation of Stiffness Maps in Deforming Cells Through Optical Flow With Bounded Curvature. [PUB]
Feedback Attention to Enhance Unsupervised Deep Learning Image Registration in 3D Echocardiography. [PUB] [CODE]
Freehand Ultrafast Doppler Ultrasound Imaging With Optical Tracking Allows for Detailed 3D Reconstruction of Blood Flow in the Human Brain. [PUB]
GVM-Net: A GNN-Based Vessel Matching Network for 2D/3D Non-Rigid Coronary Artery Registration. [PUB]
Joint Shape Reconstruction and Registration via a Shared Hybrid Diffeomorphic Flow. [PUB]
Landmark-Free Preoperative-to-Intraoperative Registration in Laparoscopic Liver Resection. [PUB] [CODE]
Morphology-Based Non-Rigid Registration of Coronary Computed Tomography and Intravascular Images Through Virtual Catheter Path Optimization. [PUB]
MRI Motion Correction Through Disentangled CycleGAN Based on Multi-Mask K-Space Subsampling. [PUB]
Optical Flow-Enhanced Mamba U-Net for Cardiac Phase Detection in Ultrasound Videos. [PUB]
OTMorph: Unsupervised Multi-Domain Abdominal Medical Image Registration Using Neural Optimal Transport. [PUB] [CODE]
Point Cloud Registration in Laparoscopic Liver Surgery Using Keypoint Correspondence Registration Network. [PUB]
Reliable 2D-3D Registration in Dynamic Stereo-Radiography With Energy Barrier Constraints. [PUB]
SISMIK for Brain MRI: Deep-Learning-Based Motion Estimation and Model-Based Motion Correction in k-Space. [PUB]
SPHARM-Reg: Unsupervised Cortical Surface Registration Using Spherical Harmonics. [PUB]
Stitching, Fine-Tuning, and Re-Training: A SAM-Enabled Framework for Semi-Supervised 3D Medical Image Segmentation. [PUB] [CODE]
Streamed Optical Flow Adaptation From Synthetic to Real Dental Scenes. [PUB] [CODE]
Toward Semantically-Consistent Deformable 2D-3D Registration for 3D Craniofacial Structure Estimation From a Single-View Lateral Cephalometric Radiograph. [PUB] [CODE]
Unsupervised Non-Rigid Histological Image Registration Guided by Keypoint Correspondences Based on Learnable Deep Features With Iterative Training. [PUB]
UTSRMorph: A Unified Transformer and Superresolution Network for Unsupervised Medical Image Registration. [PUB] [CODE]

MIA

A survey on deep learning in medical image registration: New technologies, uncertainty, evaluation metrics, and beyond. [PUB]
An orchestration learning framework for ultrasound imaging: Prompt-Guided Hyper-Perception and Attention-Matching Downstream Synchronization. [PUB]
Attention-enhanced Dual-stream Registration Network via Mixed Attention Transformer and Gated Adaptive Fusion. [PUB]
COLLATOR: Consistent spatial-temporal longitudinal atlas construction via implicit neural representation. [PUB] [CODE]
Deep implicit optimization enables robust learnable features for deformable image registration. [PUB]
Domain agnostic 2D-3D deformable registration Application to fluoroscopic guidance without contrast agent. [PUB]
FPM-R2Net: Fused Photoacoustic and operating Microscopic imaging with cross-modality Representation and Registration Network. [PUB]
HAGMN-UQ: Hyper association graph matching network with uncertainty quantification for coronary artery semantic labeling. [PUB]
Joint coil sensitivity and motion correction in parallel MRI with a self-calibrating score-based diffusion model. [PUB] [CODE]
Learning homeomorphic image registration via conformal-invariant hyperelastic regularisation. [PUB]
MBSS-T1: Model-based subject-specific self-supervised motion correction for robust cardiac T1 mapping. [PUB] [CODE]
MUsculo-Skeleton-Aware (MUSA) deep learning for anatomically guided head-and-neck CT deformable registration. [PUB] [CODE]
Nested hierarchical group-wise registration with a graph-based subgrouping strategy for efficient template construction. [PUB]
PViT-AIR: Puzzling vision transformer-based affine image registration for multi histopathology and faxitron images of breast tissue. [PUB]
Recurrent inference machine for medical image registration. [PUB]
SynMSE: A multimodal similarity evaluator for complex distribution discrepancy in unsupervised deformable multimodal medical image registration. [PUB]
USLR: An open-source tool for unbiased and smooth longitudinal registration of brain MRI. [PUB]

MICCAI

3D Acetabular Surface Reconstruction from 2D Pre-operative X-Ray Images Using SRVF Elastic Registration and Deformation Graph. [PUB] [medi.]
A Novel Streamline-based diffusion MRI Tractography Registration Method with Probabilistic Keypoint Detection. [PUB]
Augmented Reality-Based Guidance with Deformable Registration in Head and Neck Tumor Resection. [PUB] [medi.]
Automatic Deep Deformable Registration Using Domain Adaptation and Run-Time Optimisation. [PUB] [medi.]
BiMSRec: A Progressive Image Reconstruction Framework for Medical Image Fusion Guided by Multi-scale Deformation Fields. [PUB]
Boosting Medical Image Synthesis via Registration-Guided Consistency and Disentanglement Learning. [PUB]
Bridging Classical and Learning-based Iterative Registration through Deep Equilibrium Models. [PUB]
Deformable Registration Framework for Augmented Reality-based Surgical Guidance in Head and Neck Tumor Resection. [PUB]
DEFUSE-MS: Deformation Field-Guided Spatiotemporal Graph-Based Framework for Multiple Sclerosis New Lesion Detection. [PUB]
DGMIR: Dual-Guided Multimodal Medical Image Registration based on Multi-view Augmentation and On-site Modality Removal. [PUB] [medi.]
EG-Net: An Edge-Guided Network for Rigid Registration of Laparoscopic Low-Overlap Point Clouds. [PUB]
EUReg: End-to-end Framework for Efficient 2D-3D Ultrasound Registration. [PUB]
FedCLAM: Client Adaptive Momentum with Foreground Intensity Matching for Federated Medical Image Segmentation. [PUB] [CODE]
Flow Matching for Medical Image Synthesis: Bridging the Gap Between Speed and Quality. [PUB] [medi.]
Gaussian Primitive Optimized Deformable Retinal Image Registration. [PUB] [medi.]
Guiding Registration with Emergent Similarity from Pre-Trained Diffusion Models. [PUB] CODE
High-Order Progressive Trajectory Matching for Medical Image Dataset Distillation. [PUB] [CODE]
Implicit Deformable Medical Image Registration with Learnable Kernels. [PUB] [medi.]
LDDMEm: Large Deformation Diffeomorphic Metric Embedding - Decoupling Shape Analysis from Image Registration. [PUB] [medi.]
Mask2Surface: Motion Correction and Super-Resolution for Cardiac Surface Reconstruction Using Latent Diffusion. [PUB]
Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration. [PUB] CODE [medi.]
Motion-Boundary-Driven Unsupervised Surgical Instrument Segmentation in Low-Quality Optical Flow. [PUB]
MRI Motion Artifact Correction via Frequency-Assisted Artifact Disentanglement and Confidence-Guided Knowledge Distillation. [PUB] [medi.]
New Multimodal Similarity Measure for Image Registration via Modeling Local Functional Dependence with Linear Combination of Learned Basis Functions. [PUB]
Probabilistic Inverse Consistent Image Registration Using Sparse Bayesian Network. [PUB] [medi.]
PromptReg: Universal Medical Image Registration via Task Prompt Learning and Domain Knowledge Transfer. [PUB] [medi.]
RadGS-Reg: Registering Spine CT with Biplanar X-rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration. [PUB] [CODE]
RDMR: Recursive Inference and Representation Disentanglement for Multimodal Large Deformation Registration. [PUB] [medi.]
Spatial regularisation for improved accuracy and interpretability in keypoint-based registration. [PUB] CODE
Structure-Preserve Expansion for Medical Image Registration with Minimal Overlap. [PUB] [medi.]
Towards Patient-Specific Deformable Registration in Laparoscopic Surgery. [PUB]
Unsupervised OCT Image Interpolation Using Deformable Registration and generative models. [PUB] [medi.]
Vascular Photoacoustic Volume Registration via 2D Feature Matching with Reverse Mapping Based on Maximum Intensity Projection. [PUB] [medi.]
VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration. [PUB] CODE
Weakly-Supervised 2D/3D Image Registration via Differentiable X-ray Rendering and ROI Segmentation. [PUB] [CODE]

IPMI

GSSD: A Self-distillation Paradigm with Gradient Surgery for End-to-End Deformable Image Registration. [PUB]
Medical Image Registration Meets Vision Foundation Model: Prototype Learning and Contour Awareness. [PUB] [CODE]
Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing. [PUB] [medi.]
Vascular-Topology-Aware Deep Structure Matching for 2D DSA and 3D CTA Rigid Registration. [PUB] [medi.]

JBHI

$\text{MR}{2}$-Net: Retinal OCTA Image Stitching via Multi-Scale Representation Learning and Dynamic Location Guidance. [PUB]
A Novel 3D Camera-Based ECG-Imaging System for Electrode Position Discovery and Heart-Torso Registration. [PUB] [medi.]
CorrMorph: Unsupervised Deformable Brain MRI Registration Based on Correlation Mining. [PUB]
Evaluating Image Matching With Robust Estimators: Bridging Natural and Surgical Domains to Enhance Scene Understanding. [PUB]
FE-DIC-Based Motion and Intensity Correction for Enhanced CEST-MRI Registration. [PUB]
FIND: A Framework for Iterative to Non-Iterative Distillation for Lightweight Deformable Registration. [PUB]
MRRM: Advanced Biomarker Alignment in Multi-Staining Pathology Images via Multi-Scale Ring Rotation-Invariant Matching. [PUB]
Pathological Image Segmentation of Breast Cancer via Template Matching. [PUB]
SFM-Net: Semantic Feature-Based Multi-Stage Network for Unsupervised Image Registration. [PUB]
Unified Model for Children's Brain Image Segmentation With Co-Registration Framework Guided by Longitudinal MRI. [PUB]

MM

Cycle-Consistent Mamba-Based Registration-Fusion Joint Network for Unregistered Hyperspectral Image Super-Resolution. [PUB] [CODE]
Domain Crossover Non-Rigid Registration for 3D Human Meshes. [PUB] [data.]
Dual-Granularity Cross-Modal Identity Association for Weakly-Supervised Text-to-Person Image Matching. [PUB] [CODE]
Look Beyond: Two-Stage Scene View Generation via Panorama and Video Diffusion. [PUB] [CODE]
Regist3R: Incremental Registration with Stereo Foundation Model. [PUB]
Toward a Training-Free Plug-and-Play Refinement Framework for Infrared and Visible Image Registration and Fusion. [PUB] [CODE] [dep.]

CCS

Exposing the Roots of DNS Abuse: A Data-Driven Analysis of Key Factors Behind Phishing Domain Registrations. [PUB]

ICDE

CrossETR: A Semantic-Driven Framework for Entity Matching Across Images and Graph. [PUB]

KDD

RegCheck: A Real-Time Approach for Flagging Potentially Malicious Domain Name Registrations. [PUB]

NDSS

The Guardians of Name Street: Studying the Defensive Registration Practices of the Fortune 500. [PUB] [dep.]

SIGIR

Beyond General Alignment: Fine-Grained Entity-Centric Image-Text Matching with Multimodal Attentive Experts. [PUB] [CODE]

SOSP

TRIP: Coercion-resistant Registration for E-Voting with Verifiability and Usability in Votegral. [PUB]

WWW

The DenseCap-Guided Attention Network For Image-Text Matching. [PUB]

2024

CVPR

360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model. [PUB]
ADFactory: An Effective Framework for Generalizing Optical Flow With NeRF. [PUB] [CODE]
Bi-level Learning of Task-Specific Decoders for Joint Registration and One-Shot Medical Image Segmentation. [PUB] [CODE]
Characteristics Matching Based Hash Codes Generation for Efficient Fine-Grained Image Retrieval. [PUB] [dep.]
CoDeF: Content Deformation Fields for Temporally Consistent Video Processing. [PUB] [oth.]
ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion. [PUB] [pc.]
Composing Object Relations and Attributes for Image-Text Matching. [PUB] [CODE] [dep.]
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration. [PUB]
Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis. [PUB]
Diffeomorphic Template Registration for Atmospheric Turbulence Mitigation. [PUB] [oth.]
DreamMatcher: Appearance Matching Self-Attention for Semantically-Consistent Text-to-Image Personalization. [PUB] [dep.]
Dynamic Cues-Assisted Transformer for Robust Point Cloud Registration. [PUB]
Efficient Meshflow and Optical Flow Estimation from Event Cameras. [PUB] [CODE]
Exact Fusion via Feature Distribution Matching for Few-Shot Image Generation. [PUB] [dep.]
Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension. [PUB] [pc.]
FlowDiffuser: Advancing Optical Flow Estimation with Diffusion Models. [PUB] [CODE]
FlowTrack: Revisiting Optical Flow for Long-Range Dense Tracking. [PUB]
FlowVid: Taming Imperfect Optical Flows for Consistent Video-to-Video Synthesis. [PUB]
From a Bird's Eye View to See: Joint Camera and Subject Registration without the Camera Calibration. [PUB]
From a Bird’s Eye View to See: Joint Camera and Subject Registration without the Camera Calibration. [PUB]
H-ViT: A Hierarchical Vision Transformer for Deformable Image Registration. [PUB]
ICP-Flow: LiDAR Scene Flow Estimation with ICP. [PUB]
IIRP-Net: Iterative Inference Residual Pyramid Network for Enhanced Image Registration. [PUB] [CODE] [dep.]
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation. [PUB]
Inlier Confidence Calibration for Point Cloud Registration. [PUB] [pc.]
Intraoperative 2D/3D Image Registration via Differentiable X-Ray Rendering. [PUB] [CODE]
Learning Instance-Aware Correspondences for Robust Multi-Instance Point Cloud Registration in Cluttered Scenes. [PUB] [CODE]
Matching 2D Images in 3D: Metric Relative Pose from Metric Correspondences. [PUB] [data.]
MatchU: Matching Unseen Objects for 6D Pose Estimation from RGB-D Images. [PUB]
MemFlow: Optical Flow Estimation and Prediction with Memory. [PUB]
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration. [PUB]
Mosaic-SDF for 3D Generative Models. [PUB]
Multiway Point Cloud Mosaicking with Diffusion and Global Optimization. [PUB] [CODE]
OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation. [PUB]
On the Estimation of Image-Matching Uncertainty in Visual Place Recognition. [PUB]
RecDiffusion: Rectangling for Image Stitching with Diffusion Models. [PUB] [CODE]
Scalable 3D Registration via Truncated Entry-Wise Absolute Residuals. [PUB] [pc.]
Taming Stable Diffusion for Text to 360° Panorama Image Generation. [PUB]
Text-to-Image Diffusion Models are Great Sketch-Photo Matchmakers. [PUB]
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model. [PUB]
XFeat: Accelerated Features for Lightweight Image Matching. [PUB]

ECCV

Adaptive Correspondence Scoring for Unsupervised Medical Image Registration. [PUB]
BlinkVision: A Benchmark for Optical Flow, Scene Flow and Point Tracking Estimation Using RGB Frames and Events. [PUB]
BurstM: Deep Burst Multi-scale SR Using Fourier Space with Optical Flow. [PUB] [CODE] [oth.]
Correspondence-Free SE(3) Point Cloud Registration in RKHS via Unsupervised Equivariant Learning. [PUB] [pc.]
Cross-View Image Geo-Localization with Panorama-BEV Co-retrieval Network. [PUB] [CODE]
Diff-Reg: Diffusion Model in Doubly Stochastic Matrix Space for Registration Problem. [PUB] [dep.]
EcoMatcher: Efficient Clustering Oriented Matcher for Detector-Free Image Matching. [PUB] [oth.]
Eliminating Warping Shakes for Unsupervised Online Video Stitching. [PUB] [CODE]
Equi-GSPR: Equivariant SE(3) Graph Network Model for Sparse Point Cloud Registration. [PUB]
Fast Registration of Photorealistic Avatars for VR Facial Animation. [PUB]
Finding NeMo: Negative-Mined Mosaic Augmentation for Referring Image Segmentation. [PUB]
GaussReg: Fast 3D Registration with Gaussian Splatting. [PUB] [pc.]
Grounding Image Matching in 3D with MASt3R. [PUB]
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-layer Optical Flow. [PUB]
MaRINeR: Enhancing Novel Views by Matching Rendered Images with Nearby References. [PUB] [pc.]
ML-SemReg: Boosting Point Cloud Registration with Multi-level Semantic Consistency. [PUB] [pc.]
NePhi: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration. [PUB]
NICP: Neural ICP for 3D Human Registration at Scale. [PUB]
PairingNet: A Learning-Based Pair-Searching and -Matching Network for Image Fragments. [PUB] [dep.]
PARE-Net: Position-Aware Rotation-Equivariant Networks for Robust Point Cloud Registration. [PUB] [CODE] [pc.]
PointRegGPT: Boosting 3D Point Cloud Registration Using Generative Point-Cloud Pairs for Training. [PUB] [CODE]
Real-Data-Driven 2000 FPS Color Video from Mosaicked Chromatic Spikes. [PUB]
Retargeting Visual Data with Deformation Fields. [PUB] [oth.]
RGBD GS-ICP SLAM. [PUB] [pc.]
SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow. [PUB] [CODE]
SemReg: Semantics Constrained Point Cloud Registration. [PUB] [pc.]
UMERegRobust - Universal Manifold Embedding Compatible Features for Robust Point Cloud Registration. [PUB] [pc.]
Unsupervised Multi-modal Medical Image Registration via Invertible Translation. [PUB] [medi.]
VF-NeRF: Viewshed Fields for Rigid NeRF Registration. [PUB] [pc.]
Weakly-Supervised Camera Localization by Ground-to-Satellite Image Registration. [PUB]

NeurIPS

3D Focusing-and-Matching Network for Multi-Instance Point Cloud Registration. [PUB] [CODE]
A Consistency-Aware Spot-Guided Transformer for Versatile and Hierarchical Point Cloud Registration. [PUB]
A robust inlier identification algorithm for point cloud registration via 𝓁0-minimization. [PUB]
An eye for an ear: zero-shot audio description leveraging an image captioner with audio-visual token distribution matching. [PUB]
CoMat: Aligning Text-to-Image Diffusion Model with Image-to-Text Concept Matching. [PUB] [dep.]
Deep Learning in Medical Image Registration: Magic or Mirage?. [PUB]
Improved Distribution Matching Distillation for Fast Image Synthesis. [PUB]
Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud Registration. [PUB] [pc.]
Multi-scale Consistency for Robust 3D Registration via Hierarchical Sinkhorn Tree. [PUB] [pc.]
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory. [PUB]
NeuroGauss4D-PCI: 4D Neural Fields and Gaussian Deformation Fields for Point Cloud Interpolation. [PUB] [CODE]
Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model. [PUB] [CODE]
StreamFlow: Streamlined Multi-Frame Optical Flow Estimation for Video Sequences. [PUB] [CODE]

ICML

Neuroexplicit Diffusion Models for Inpainting of Optical Flow Fields. [PUB]
PointMC: Multi-instance Point Cloud Registration based on Maximal Cliques. [PUB] [pc.]
Sparse-to-dense Multimodal Image Registration via Multi-Task Learning. [PUB]

ICLR

A Plug-and-Play Image Registration Network. [PUB]
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow. [PUB] [oth.]
FLATTEN: optical FLow-guided ATTENtion for consistent text-to-video editing. [PUB]
FreeReg: Image-to-Point Cloud Registration Leveraging Pretrained Diffusion Models and Monocular Depth Estimators. [PUB]
GIM: Learning Generalizable Image Matcher From Internet Videos. [PUB]

AAAI

CEDFlow: Latent Contour Enhancement for Dark Optical Flow Estimation. [PUB] [oth.]
CLIM: Contrastive Language-Image Mosaic for Region Representation. [PUB] [CODE] [oth.]
Context-Aware Iteration Policy Network for Efficient Optical Flow Estimation. [PUB]
Correlation Matching Transformation Transformers for UHD Image Restoration. [PUB] [CODE]
Identification of Necessary Semantic Undertakers in the Causal View for Image-Text Matching. [PUB] [data.]
MatchDet: A Collaborative Framework for Image Matching and Object Detection. [PUB]
Offline and Online Optical Flow Enhancement for Deep Video Compression. [PUB]
Optical Flow for Spike Camera with Hierarchical Spatial-Temporal Spike Fusion. [PUB] [CODE] [oth.]
PosDiffNet: Positional Neural Diffusion for Point Cloud Registration in a Large Field of View with Perturbations. [PUB] [CODE] [pc.]
Recurrent Partial Kernel Network for Efficient Optical Flow Estimation. [PUB]
SAMFlow: Eliminating Any Fragmentation in Optical Flow with Segment Anything Model. [PUB]
SPEAL: Skeletal Prior Embedded Attention Learning for Cross-Source Point Cloud Registration. [PUB] [pc.]
Stitching Segments and Sentences towards Generalization in Video-Text Pre-training. [PUB] [oth.]
SuperJunction: Learning-Based Junction Detection for Retinal Image Registration. [PUB] [CODE]
Test-Time Adaptation via Style and Structure Guidance for Histological Image Registration. [PUB]
Towards Robust Image Stitching: An Adaptive Resistance Learning against Compatible Attacks. [PUB] [CODE]

IJCAI

A Comprehensive Survey and Taxonomy on Point Cloud Registration Based on Deep Learning. [PUB] [CODE]
A New Guaranteed Outlier Removal Method Based on Plane Constraints for Large-Scale LiDAR Point Cloud Registration. [PUB]

TPAMI

Cost Function Unrolling in Unsupervised Optical Flow. [PUB]
Dense Continuous-Time Optical Flow From Event Cameras. [PUB]
Efficient and Robust Point Cloud Registration via Heuristics-Guided Parameter Search. [PUB] [pc.]
Exploiting Optical Flow Guidance for Transformer-Based Video Inpainting. [PUB]
Learning Optical Flow and Scene Flow With Bidirectional Camera-LiDAR Fusion. [PUB]
MAC: Maximal Cliques for 3D Registration. [PUB]
Match Normalization: Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World. [PUB]
Optical Flow as Spatial-Temporal Attention Learners. [PUB]
RIGA: Rotation-Invariant and Globally-Aware Descriptors for Point Cloud Registration. [PUB] [pc.]
Secrets of Event-Based Optical Flow, Depth and Ego-Motion Estimation by Contrast Maximization. [PUB]
Self-Training Boosted Multi-Factor Matching Network for Composed Image Retrieval. [PUB]
Transformation Decoupling Strategy Based on Screw Theory for Deterministic Point Cloud Registration With Gravity Prior. [PUB] [pc.]

IJCV

A Deep Learning Framework for Infrared and Visible Image Fusion Without Strict Registration. [PUB] [dep.]
FlowNAS: Neural Architecture Search for Optical Flow Estimation. [PUB] [CODE] [oth.]
GyroFlow+: Gyroscope-Guided Unsupervised Deep Homography and Optical Flow Learning. [PUB] [CODE]
On Finite Difference Jacobian Computation in Deformable Image Registration. [PUB] [CODE]
SplatFlow: Learning Multi-frame Optical Flow via Splatting. [PUB] [CODE]

TMI

3D/2D Vessel Registration Based on Monte Carlo Tree Search and Manifold Regularization. [PUB]
A Fully Differentiable Framework for 2D/3D Registration and the Projective Spatial Transformers. [PUB] [CODE]
A Multi-Scale Fusion and Transformer Based Registration Guided Speckle Noise Reduction for OCT Images. [PUB]
An Energy Matching Vessel Segmentation Framework in 3-D Medical Images. [PUB]
Attention-Aware Non-Rigid Image Registration for Accelerated MR Imaging. [PUB] [CODE]
Deep Learning for Retrospective Motion Correction in MRI: A Comprehensive Review. [PUB]
GroupMorph: Medical Image Registration via Grouping Network With Contextual Fusion. [PUB] [CODE]
Multitask Weakly Supervised Generative Network for MR-US Registration. [PUB]
OIF-Net: An Optical Flow Registration-Based PET/MR Cross-Modal Interactive Fusion Network for Low-Count Brain PET Image Denoising. [PUB]
Optical Flow-Guided Cine MRI Segmentation With Learned Corrections. [PUB]
Prototype Correlation Matching and Class- Relation Reasoning for Few-Shot Medical Image Segmentation. [PUB] [medi.]
Recursive Deformable Pyramid Network for Unsupervised Medical Image Registration. [PUB] [CODE]
Robust Deformable Image Registration Using Cycle-Consistent Implicit Representations. [PUB]
TransMatch: A Transformer-Based Multilevel Dual-Stream Feature Matching Network for Unsupervised Deformable Image Registration. [PUB]
Unsupervised Fusion of Misaligned PAT and MRI Images via Mutually Reinforcing Cross-Modality Image Generation and Registration. [PUB]

MIA

Automatic registration with continuous pose updates for marker-less surgical navigation in spine surgery. [PUB]
Classification, registration and segmentation of ear canal impressions using convolutional neural networks. [PUB]
CMAN: Cascaded Multi-scale Spatial Channel Attention-guided Network for large 3D deformable registration of liver CT images. [PUB] [CODE]
Comparing regularized Kelvinlet functions and the finite element method for registration of medical images to sparse organ data. [PUB]
Fully automatic integration of dental CBCT images and full-arch intraoral impressions with stitching error correction via individual tooth segmentation and identification. [PUB]
JOSA: Joint surface-based registration and atlas construction of brain geometry and function. [PUB]
Longitudinally consistent registration and parcellation of cortical surfaces using semi-supervised learning. [PUB]
Medical image registration via neural fields. [PUB]
Neural deformation fields for template-based reconstruction of cortical surfaces from MRI. [PUB]
Placental vessel segmentation and registration in fetoscopy: Literature review and MICCAI FetReg2021 challenge findings. [PUB]
Privacy preserving image registration. [PUB]
PRSCS-Net: Progressive 3D/2D rigid Registration network with the guidance of Single-view Cycle Synthesis. [PUB]
Residual Aligner-based Network (RAN): Motion-separable structure for coarse-to-fine discontinuous deformable registration. [PUB] [CODE] [medi.]
Retinal image registration method for myopia development. [PUB] [data.]
SUGAR: Spherical ultrafast graph attention framework for cortical surface registration. [PUB]
TAI-GAN: A Temporally and Anatomically Informed Generative Adversarial Network for early-to-late frame conversion in dynamic cardiac PET inter-frame motion correction. [PUB]
The ACROBAT 2022 challenge: Automatic registration of breast cancer tissue. [PUB]

MICCAI

Biomechanics-Informed Non-rigid Medical Image Registration and its Inverse Material Property Estimation with Linear and Nonlinear Elasticity. [PUB]
Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration. [PUB] [medi.]
Deep-Learning-Based Groupwise Registration for Motion Correction of Cardiac T1 Mapping. [PUB]
DiffuseReg: Denoising Diffusion Model for Obtaining Deformation Fields in Unsupervised Deformable Image Registration. [PUB]
DINO-Reg: General Purpose Image Encoder for Training-Free Multi-modal Deformable Medical Image Registration. [PUB] [medi.]
Epicardium Prompt-Guided Real-Time Cardiac Ultrasound Frame-to-Volume Registration. [PUB]
GMM-CoRegNet: A Multimodal Groupwise Registration Framework Based on Gaussian Mixture Model. [PUB] [medi.]
Groupwise Deformable Registration of Diffusion Tensor Cardiovascular Magnetic Resonance: Disentangling Diffusion Contrast, Respiratory and Cardiac Motions. [PUB] [CODE] [medi.]
Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration. [PUB]
Hierarchical Symmetric Normalization Registration Using Deformation-Inverse Network. [PUB] [medi.]
IM-MoCo: Self-supervised MRI Motion Correction Using Motion-Guided Implicit Neural Representations. [PUB]
Intraoperative Registration by Cross-Modal Inverse Neural Rendering. [PUB] [medi.]
Keypoint Matching for Instrument-Free 3D Registration in Video-Based Surgical Navigation. [PUB]
LIBR+: Improving Intraoperative Liver Registration by Learning the Residual of Biomechanics-Based Deformable Registration. [PUB]
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters. [PUB] [CODE]
MoCo-Diff: Adaptive Conditional Prior on Diffusion Network for MRI Motion Correction. [PUB] [medi.]
Noise Removed Inconsistency Activation Map for Unsupervised Registration of Brain Tumor MRI Between Pre-operative and Follow-Up Phases. [PUB] [medi.]
On-the-Fly Guidance Training for Medical Image Registration. [PUB] [CODE]
One Registration is Worth Two Segmentations. [PUB] [medi.]
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration. [PUB] [medi.]
TLRN: Temporal Latent Residual Networks for Large Deformation Image Registration. [PUB] [CODE]
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning. [PUB] [CODE]
uniGradICON: A Foundation Model for Medical Image Registration. [PUB]
Visual-Textual Matching Attention for Lesion Segmentation in Chest Images. [PUB] [medi.]
WiNet: Wavelet-Based Incremental Learning for Efficient Medical Image Registration. [PUB] [medi.]

JBHI

Framework for Deep Learning Based Multi-Modality Image Registration of Snapshot and Pathology Images. [PUB]
Local Contractive Registration With Biomechanical Model: Assessing Microwave Ablation After Compensation for Tissue Shrinkage. [PUB] [medi.]
MSGM: An Advanced Deep Multi-Size Guiding Matching Network for Whole Slide Histopathology Images Addressing Staining Variation and Low Visibility Challenges. [PUB]
RClaNet: An Explainable Alzheimer's Disease Diagnosis Framework by Joint Registration and Classification. [PUB]
RegFSC-Net: Medical Image Registration via Fourier Transform With Spatial Reorganization and Channel Refinement Network. [PUB]
Structure-Aware Registration Network for Liver DCE-CT Images. [PUB]
UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-Scale Generation and Registration Enhancement. [PUB]

MM

3DPCP-Net: A Lightweight Progressive 3D Correspondence Pruning Network for Accurate and Efficient Point Cloud Registration. [PUB] [CODE]
A Multi-scale Feature Learning Network with Optical Flow Correction for Micro- and Macro-expression Spotting. [PUB] [CODE]
Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. [PUB]
DiffGlue: Diffusion-Aided Image Feature Matching. [PUB] [CODE]
Document Registration: Towards Automated Labeling of Pixel-Level Alignment Between Warped-Flat Documents. [PUB]
FacialFlowNet: Advancing Facial Optical Flow Estimation with a Diverse Dataset and a Decomposed Model. [PUB]
Hybrid Cost Volume for Memory-Efficient Optical Flow. [PUB] [CODE] [oth.]
Interpretable Matching of Optical-SAR Image via Dynamically Conditioned Diffusion Models. [PUB]
Micro-Expression Spotting Based on Optical Flow Feature with Boundary Calibration. [PUB]
OmniStitch: Depth-Aware Stitching Framework for Omnidirectional Vision with Multiple Cameras. [PUB] [CODE]
Optical Flow-Guided 6DoF Object Pose Tracking with an Event Camera. [PUB] [oth.]
PRISM: PRogressive dependency maxImization for Scale-invariant image Matching. [PUB] [CODE] [oth.]
Semantics-Aware Image Aesthetics Assessment using Tag Matching and Contrastive Ranking. [PUB] [CODE] [data.]
Serial Section Microscopy Image Inpainting Guided by Axial Optical Flow. [PUB] [CODE]
ShiftMorph: A Fast and Robust Convolutional Neural Network for 3D Deformable Medical Image Registration. [PUB]
Text-Region Matching for Multi-Label Image Recognition with Missing Labels. [PUB]

INFOCOM

LoRaPCR: Long Range Point Cloud Registration through Multi-hop Relays in VANETs. [PUB] [pc.]

MOBICOM

Health-MR: A Mixed Reality-Based Patient Registration and Monitor Medical System. [PUB] [medi.]

NAACL

ComCLIP: Training-Free Compositional Image and Text Matching. [PUB] [CODE] [dep.]
DEMO: A Statistical Perspective for Efficient Image-Text Matching. [PUB]

WWW

Automating Website Registration for Studying GDPR Compliance. [PUB]

2023

CVPR

3D Registration with Maximal Cliques. [PUB] [CODE] [pc.]
AnyFlow: Arbitrary Scale Optical Flow with Implicit Neural Representation. [PUB]
BUFFER: Balancing Accuracy, Efficiency, and Generalizability in Point Cloud Registration. [PUB] [CODE] [pc.]
Deep Graph-based Spatial Consistency for Robust Non-rigid Point Cloud Registration. [PUB] [CODE] [pc.]
DistractFlow: Improving Optical Flow Estimation via Realistic Distractions and Pseudo-Labeling. [PUB]
Fine-grained Image-text Matching by Cross-modal Hard Aligning Network. [PUB] [CODE] [dep.]
FlowFormer++: Masked Cost Volume Autoencoding for Pretraining Optical Flow Estimation. [PUB]
Implicit Neural Head Synthesis via Controllable Local Deformation Fields. [PUB]
Indescribable Multi-modal Spatial Evaluator. [PUB] [CODE] [medi.]
Instant Multi-View Head Capture through Learnable Registration. [PUB]
Joint Appearance and Motion Learning for Efficient Rolling Shutter Correction. [PUB] [CODE] [dep.]
Learning Semantic Relationship among Instances for Image-Text Matching. [PUB] [CODE]
Local-to-Global Registration for Bundle-Adjusting Neural Radiance Fields. [PUB]
ObjectMatch: Robust Registration using Canonical Object Correspondences. [PUB]
PEAL: Prior-embedded Explicit Attention Learning for Low-overlap Point Cloud Registration. [PUB] [pc.]
PMatch: Paired Masked Image Modeling for Dense Geometric Matching. [PUB] [CODE]
Rethinking Optical Flow from Geometric Matching Consistent Perspective. [PUB] [CODE]
Robust Multiview Point Cloud Registration with Reliable Pose Graph Initialization and History Reweighting. [PUB] [CODE] [pc.]
Robust Outlier Rejection for 3D Registration with Variational Bayes. [PUB] [CODE] [pc.]
Spring: A High-Resolution High-Detail Dataset and Benchmark for Scene Flow, Optical Flow and Stereo. [PUB]
Tangentially Elongated Gaussian Belief Propagation for Event-Based Incremental Optical Flow Estimation. [PUB] [CODE]
Unsupervised Cumulative Domain Adaptation for Foggy Scene Optical Flow. [PUB] [oth.]
Unsupervised Deep Probabilistic Approach for Partial Point Cloud Registration. [PUB] [pc.]

ICCV

2D3D-MATR: 2D-3D Matching Transformer for Detection-free Registration between Images and Point Clouds. [PUB] [CODE] [pc.]
AccFlow: Backward Accumulation for Long-Range Optical Flow. [PUB] [CODE]
AutoSynth: Learning to Generate 3D Training Data for Object Point Cloud Registration. [PUB] [pc.]
Batch-based Model Registration for Fast 3D Sherd Reconstruction. [PUB]
Center-Based Decoupled Point Cloud Registration for 6D Object Pose Estimation. [PUB] [CODE] [pc.]
Chasing clouds: Differentiable volumetric rasterisation of point clouds as a highly efficient and accurate loss for large-scale deformable 3D registration. [PUB] [CODE] [pc.]
CroCo v2: Improved Cross-view Completion Pre-training for Stereo Matching and Optical Flow. [PUB]
Density-invariant Features for Distant Point Cloud Registration. [PUB] [CODE] [pc.]
DReg-NeRF: Deep Registration for Neural Radiance Fields. [PUB] [CODE]
Event-based Temporally Dense Optical Flow Estimation with Sequential Learning. [PUB]
Explicit Motion Disentangling for Efficient Optical Flow Estimation. [PUB] [CODE] [oth.]
GAFlow: Incorporating Gaussian Attention into Optical Flow. [PUB] [CODE]
GlueStick: Robust Image Matching by Sticking Points and Lines Together. [PUB] [CODE]
Grounded Image Text Matching with Mismatched Relation Reasoning. [PUB]
Improving Transformer-based Image Matching by Cascaded Capturing Spatially Informative Keypoints. [PUB]
Learning Optical Flow from Event Camera with Rendered Dataset. [PUB] [CODE]
MPI-Flow: Learning Realistic Optical Flow with Multiplane Images. [PUB] [CODE]
Occ2Net: Robust Image Matching Based on 3D Occupancy Estimation for Occluded Regions. [PUB]
Occluded Gait Recognition via Silhouette Registration Guided by Automated Occlusion Degree Estimation. [PUB]
Parallax-Tolerant Unsupervised Deep Image Stitching. [PUB] [CODE]
Point-TTA: Test-Time Adaptation for Point Cloud Registration Using Multitask Meta-Auxiliary Learning. [PUB] [pc.]
PointMBF: A Multi-scale Bidirectional Fusion Network for Unsupervised RGB-D Point Cloud Registration. [PUB] [CODE] [pc.]
Preserving Tumor Volumes for Unsupervised Medical Image Registration. [PUB]
RegFormer: An Efficient Projection-Aware Transformer Network for Large-Scale Point Cloud Registration. [PUB] [CODE] [pc.]
Rethinking Point Cloud Registration as Masking and Reconstruction. [PUB] [CODE] [pc.]
RPEFlow: Multimodal Fusion of RGB-PointCloud-Event for Joint Optical Flow and Scene Flow Estimation. [PUB]
SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving. [PUB] [CODE]
SIRA-PCR: Sim-to-Real Adaptation for 3D Point Cloud Registration. [PUB] [CODE] [pc.]
Taming Contrast Maximization for Learning Sequential, Low-latency, Event-based Optical Flow. [PUB]
TMA: Temporal Motion Aggregation for Event-based Optical Flow. [PUB] [CODE]
Towards Nonlinear-Motion-Aware and Occlusion-Robust Rolling Shutter Correction. [PUB] [CODE]
Towards Saner Deep Image Registration. [PUB]
VideoFlow: Exploiting Temporal Cues for Multi-frame Optical Flow Estimation. [PUB] [CODE]

NeurIPS

Continuous Parametric Optical Flow. [PUB]
Differentiable Registration of Images and LiDAR Point Clouds with VoxelPoint-to-Pixel Matching. [PUB] [CODE] [pc.]
E2PNet: Event to Point Cloud Registration with Spatio-Temporal Representation Learning. [PUB] [pc.]
Lung250M-4B: A Combined 3D Dataset for CT- and Point Cloud-Based Intra-Patient Lung Registration. [PUB] [data.] [pc.]
Non-Rigid Shape Registration via Deep Functional Maps Prior. [PUB] [CODE]
SE(3) Diffusion Model-based Point Cloud Registration for Robust 6D Object Pose Estimation. [PUB] [pc.]
Self-Supervised Motion Magnification by Backpropagating Through Optical Flow. [PUB]
The Surprising Effectiveness of Diffusion Models for Optical Flow and Monocular Depth Estimation. [PUB]
Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera. [PUB]

ICML

Topologically Faithful Image Segmentation via Induced Matching of Persistence Barcodes. [PUB]

ICLR

DFlow: Learning to Synthesize Better Optical Flow Datasets via a Differentiable Pipeline. [PUB] [oth.]

AAAI

Bidirectional Optical Flow NeRF: High Accuracy and High Quality under Fewer Views. [PUB]
Exploit Domain-Robust Optical Flow in Domain Adaptive Video Semantic Segmentation. [PUB] [CODE] [oth.]
Fourier-Net: Fast Image Registration with Band-Limited Deformation. [PUB] [CODE]
Learned Distributed Image Compression with Multi-Scale Patch Matching in Feature Domain. [PUB] [dep.]
MIDMs: Matching Interleaved Diffusion Models for Exemplar-Based Image Translation. [PUB] [dep.]
Pixel-Wise Warping for Deep Image Stitching. [PUB]
Rethinking Rotation Invariance with Point Cloud Registration. [PUB] [CODE] [pc.]
Self-Supervised Joint Dynamic Scene Reconstruction and Optical Flow Estimation for Spiking Camera. [PUB]
Stroke Extraction of Chinese Character Based on Deep Structure Deformable Image Registration. [PUB] [CODE] [dep.]
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow. [PUB] [oth.]

IJCAI

APR: Online Distant Point Cloud Registration through Aggregated Point Cloud Reconstruction. [PUB] [CODE]
Image Composition with Depth Registration. [PUB]
Spatially Constrained Adversarial Attack Detection and Localization in the Representation Space of Optical Flow Networks. [PUB]
SSML-QNet: Scale-Separative Metric Learning Quadruplet Network for Multi-modal Image Patch Matching. [PUB]

TPAMI

$\mathcal {X}$-Metric: An N-Dimensional Information-Theoretic Framework for Groupwise Registration and Deep Combined Computing. [PUB]
A New Outlier Removal Strategy Based on Reliability of Correspondence Graph for Fast Point Cloud Registration. [PUB] [CODE] [pc.]
Accurate 3-DoF Camera Geo-Localization via Ground-to-Satellite Image Matching. [PUB]
An Approach to Robust ICP Initialization. [PUB] [pc.]
Cycle Registration in Persistent Homology With Applications in Topological Bootstrap. [PUB] [pc.]
DPCN++: Differentiable Phase Correlation Network for Versatile Pose Registration. [PUB]
Dynamic Keypoint Detection Network for Image Matching. [PUB]
Efficient Image and Sentence Matching. [PUB]
Fast and Robust Non-Rigid Registration Using Accelerated Majorization-Minimization. [PUB] [CODE] [pc.]
Formulating Event-Based Image Reconstruction as a Linear Inverse Problem With Deep Regularization Using Optical Flow. [PUB] [CODE]
GeoTransformer: Fast and Robust Point Cloud Registration With Geometric Transformer. [PUB] [pc.]
HRegNet: A Hierarchical Network for Efficient and Accurate Outdoor LiDAR Point Cloud Registration. [PUB] [CODE] [pc.]
Hunter: Exploring High-Order Consistency for Point Cloud Registration With Severe Outliers. [PUB] [pc.]
Learning General and Distinctive 3D Local Deep Descriptors for Point Cloud Registration. [PUB] [pc.]
Multiway Non-Rigid Point Cloud Registration via Learned Functional Map Synchronization. [PUB] [pc.]
MURF: Mutually Reinforcing Multi-Modal Image Registration and Fusion. [PUB]
QGORE: Quadratic-Time Guaranteed Outlier Removal for Point Cloud Registration. [PUB] [pc.]
Reference-Based Image and Video Super-Resolution via $C{2}$-Matching. [PUB] [CODE] [data.]
Reformulating Optical Flow to Solve Image-Based Inverse Problems and Quantify Uncertainty. [PUB]
Robust Point Cloud Registration Framework Based on Deep Graph Matching. [PUB] [CODE] [pc.]
RoReg: Pairwise Point Cloud Registration with Oriented Descriptors and Local Rotations. [PUB] [CODE] [pc.]
SC${2}$2-PCR++: Rethinking the Generation and Selection for Efficient and Robust Point Cloud Registration. [PUB] [CODE] [pc.]
Sparse-to-Dense Matching Network for Large-Scale LiDAR Point Cloud Registration. [PUB] [pc.]
STORM: Structure-Based Overlap Matching for Partial Point Cloud Registration. [PUB] [pc.]

IJCV

Fast and Accurate 3D Registration from Line Intersection Constraints. [PUB] [pc.]
Towards Fine-Grained Optimal 3D Face Dense Registration: An Iterative Dividing and Diffusing Method. [PUB] [CODE] [medi.]

TMI

A Deep Learning Method for Motion Artifact Correction in Intravascular Photoacoustic Image Sequence. [PUB]
AFFIRM: Affinity Fusion-Based Framework for Iteratively Random Motion Correction of Multi-Slice Fetal Brain MRI. [PUB]
Deep Learning-Based Image Registration in Dynamic Myocardial Perfusion CT Imaging. [PUB]
Fetal MRI by Robust Deep Generative Prior Reconstruction and Diffeomorphic Registration. [PUB] [medi.]
Learn2Reg: Comprehensive Multi-Task Medical Image Registration Challenge, Dataset and Evaluation in the Era of Deep Learning. [PUB]
MCP-Net: Introducing Patlak Loss Optimization to Whole-Body Dynamic PET Inter-Frame Motion Correction. [PUB]
Meta-Learning Initializations for Interactive Medical Image Registration. [PUB]
Optical Co-Registration Method of Triaxial OPM-MEG and MRI. [PUB]
Self-Distilled Hierarchical Network for Unsupervised Deformable Image Registration. [PUB] [CODE]
Self-Supervised Learning for Non-Rigid Registration Between Near-Isometric 3D Surfaces in Medical Imaging. [PUB]
X-Ray to DRR Images Translation for Efficient Multiple Objects Similarity Measures in Deformable Model 3D/2D Registration. [PUB]

MIA

A robust and interpretable deep learning framework for multi-modal registration via keypoints. [PUB] [CODE]
AMNet: Adaptive multi-level network for deformable registration of 3D brain MR images. [PUB]
Anatomically constrained and attention-guided deep feature fusion for joint segmentation and deformable medical image registration. [PUB]
Colonoscopy 3D video dataset with paired depth from 2D-3D registration. [PUB]
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis. [PUB]
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame. [PUB]
DuSFE: Dual-Channel Squeeze-Fusion-Excitation co-attention for cross-modality registration of cardiac SPECT and CT. [PUB] [CODE]
PC-Reg: A pyramidal prediction-correction approach for large deformation image registration. [PUB]
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration. [PUB] [medi.]
QACL: Quartet attention aware closed-loop learning for abdominal MR-to-CT synthesis via simultaneous registration. [PUB]
R2Net: Efficient and flexible diffeomorphic image registration using Lipschitz continuous residual networks. [PUB] [CODE]
Robust endoscopic image mosaicking via fusion of multimodal estimation. [PUB]
Semantic similarity metrics for image registration. [PUB]
SpineRegNet: Spine Registration Network for volumetric MR and CT image by the joint estimation of an affine-elastic deformation field. [PUB]
Strain estimation in aortic roots from 4D echocardiographic images using medial modeling and deformable registration. [PUB] [medi.]
WarpPINN: Cine-MR image registration with physics-informed neural networks. [PUB] [CODE]

MICCAI

A Denoised Mean Teacher for Domain Adaptive Point Cloud Registration. [PUB] CODE [pc.]
A General Stitching Solution for Whole-Brain 3D Nuclei Instance Segmentation from Microscopy Images. [PUB]
A Novel Video-CTU Registration Method with Structural Point Similarity for FURS Navigation. [PUB] [medi.]
A Patient-Specific Self-supervised Model for Automatic X-Ray/CT Registration. [PUB] CODE
An Unsupervised Multispectral Image Registration Network for Skin Diseases. [PUB] CODE
AngioMoCo: Learning-Based Motion Correction in Cerebral Digital Subtraction Angiography. [PUB] [CODE]
Co-learning Semantic-Aware Unsupervised Segmentation for Pathological Image Registration. [PUB] CODE
CortexMorph: Fast Cortical Thickness Estimation via Diffeomorphic Registration Using VoxelMorph. [PUB] CODE
DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration. [PUB] CODE
Dual Domain Motion Artifacts Correction for MR Imaging Under Guidance of K-space Uncertainty. [PUB] [medi.]
Fast Reconstruction for Deep Learning PET Head Motion Correction. [PUB] [CODE]
FocalErrorNet: Uncertainty-Aware Focal Modulation Network for Inter-modal Registration Error Estimation in Ultrasound-Guided Neurosurgery. [PUB]
FSDiffReg: Feature-Wise and Score-Wise Diffusion-Guided Unsupervised Deformable Image Registration for Cardiac Images. [PUB] CODE
GSMorph: Gradient Surgery for Cine-MRI Cardiac Deformable Registration. [PUB] CODE
Implicit Neural Representations for Joint Decomposition and Registration of Gene Expression Images in the Marmoset Brain. [PUB] CODE [medi.]
Importance Weighted Variational Cardiac MRI Registration Using Transformer and Implicit Prior. [PUB]
Inverse Consistency by Construction for Multistep Deep Registration. [PUB] CODE [medi.]
Learning Expected Appearances for Intraoperative Registration During Neurosurgery. [PUB] CODE [medi.]
MoCoSR: Respiratory Motion Correction and Super-Resolution for 3D Abdominal MRI. [PUB] [medi.]
ModeT: Learning Deformable Image Registration via Motion Decomposition Transformer. [PUB] CODE
Non-iterative Coarse-to-Fine Transformer Networks for Joint Affine and Deformable Image Registration. [PUB]
Nonuniformly Spaced Control Points Based on Variational Cardiac Image Registration. [PUB] [medi.]
PCMC-T1: Free-Breathing Myocardial T1 Mapping with Physically-Constrained Motion Correction. [PUB] [CODE]
PIViT: Large Deformation Image Registration with Pyramid-Iterative Vision Transformer. [PUB] CODE
Progressively Coupling Network for Brain MRI Registration in Few-Shot Situation. [PUB] [medi.]
Regularized Kelvinlet Functions to Model Linear Elasticity for Image-to-Physical Registration of the Breast. [PUB] [medi.]
SAMConvex: Fast Discrete Optimization for CT Registration Using Self-supervised Anatomical Embedding and Correlation Pyramid. [PUB]
SPR-Net: Structural Points Based Registration for Coronary Arteries Across Systolic and Diastolic Phases. [PUB] [medi.]
StructuRegNet: Structure-Guided Multimodal 2D-3D Registration. [PUB]
TractCloud: Registration-Free Tractography Parcellation with a Novel Local-Global Streamline Point Cloud Representation. [PUB]
Unsupervised 3D Registration Through Optimization-Guided Cyclical Self-training. [PUB] CODE
WarpEM: Dynamic Time Warping for Accurate Catheter Registration in EM-Guided Procedures. [PUB] [medi.]
X-Ray to CT Rigid Registration Using Scene Coordinate Regression. [PUB] CODE

IPMI

BInGo: Bayesian Intrinsic Groupwise Registration via Explicit Hierarchical Disentanglement. [PUB]
Fast-MC-PET: A Novel Deep Learning-Aided Motion Correction and Reconstruction Framework for Accelerated PET. [PUB]
Geometric Deep Learning for Unsupervised Registration of Diffusion Magnetic Resonance Images. [PUB]
Non-rigid Medical Image Registration using Physics-informed Neural Networks. [PUB]
POLAFFINI: Efficient Feature-Based Polyaffine Initialization for Improved Non-linear Image Registration. [PUB]

JBHI

Geometry-Consistent Adversarial Registration Model for Unsupervised Multi-Modal Medical Image Registration. [PUB]

MM

360-Degree Panorama Generation from Few Unregistered NFoV Images. [PUB]
A Capture to Registration Framework for Realistic Image Super-Resolution in the Industry Environment. [PUB] [data.]
Deep Algorithm Unrolling with Registration Embedding for Pansharpening. [PUB]
Efficient Micro-Expression Spotting Based on Main Directional Mean Optical Flow Feature. [PUB]
FOLT: Fast Multiple Object Tracking from UAV-captured Videos Based on Optical Flow. [PUB]
Giving Text More Imagination Space for Image-text Matching. [PUB] [dep.]
Integrating VideoMAE based model and Optical Flow for Micro- and Macro-expression Spotting. [PUB]
Learning Pixel-wise Alignment for Unsupervised Image Stitching. [PUB]
Micro-Expression Spotting with Face Alignment and Optical Flow. [PUB]
Multi-Spectral Image Stitching via Spatial Graph Reasoning. [PUB]
MVFlow: Deep Optical Flow Estimation of Compressed Videos with Motion Vector Prior. [PUB]
QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation. [PUB]
Towards Deconfounded Image-Text Matching with Causal Inference. [PUB] [data.]
Unlocking the Power of Cross-Dimensional Semantic Dependency for Image-Text Matching. [PUB] [data.]
Your Negative May not Be True Negative: Boosting Image-Text Matching with False Negative Elimination. [PUB] [CODE] [dep.]

CCS

Efficient Registration-Based Encryption. [PUB]

ICSE

Challenges of Testing an Evolving Cancer Registration Support System in Practice. [PUB] [dep.]

KDD

One-shot Joint Extraction, Registration and Segmentation of Neuroimaging Data. [PUB]

TPDS

Faber: A Hardware/SoftWare Toolchain for Image Registration. [PUB]

WWW

Dual-grained Text-Image Olfactory Matching Model with Mutual Promotion Stages. [PUB]

2022

CVPR

A variational Bayesian method for similarity learning in non-rigid image registration. [PUB] [CODE]
Affine Medical Image Registration with Coarse-to-Fine Vision Transformer. [PUB] [CODE]
Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment. [PUB] [CODE]
Automatic Color Image Stitching Using Quaternion Rank-1 Alignment. [PUB] [oth.]
CamLiFlow: Bidirectional Camera-LiDAR Fusion for Joint Optical Flow and Scene Flow Estimation. [PUB] [CODE]
CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation. [PUB] [CODE]
Coherent Point Drift Revisited for Non-rigid Shape Matching and Registration. [PUB] [CODE]
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow. [PUB] [CODE]
Deep Equilibrium Optical Flow Estimation. [PUB]
Deep Rectangling for Image Stitching: A Learning Baseline. [PUB]
Deterministic Point Cloud Registration via Novel Transformation Decomposition. [PUB] [pc.]
DIP: Deep Inverse Patchmatch for High-Resolution Optical Flow. [PUB]
Geometric Structure Preserving Warp for Natural Image Stitching. [PUB] [CODE]
Geometric Transformer for Fast and Robust Point Cloud Registration. [PUB] [CODE] [pc.] :fire:
Global Matching with Overlapping Attention for Optical Flow Estimation. [PUB] [CODE]
Global-Aware Registration of Less-Overlap RGB-D Scans. [PUB] [CODE]
GMFlow: Learning Optical Flow via Global Matching. [PUB] [CODE]
Imposing Consistency for Optical Flow Estimation. [PUB]
Learning Optical Flow with Kernel Patch Attention. [PUB] [CODE]
Lepard: Learning partial point cloud matching in rigid and deformable scenes. [PUB] [CODE]
Matching Feature Sets for Few-Shot Image Classification. [PUB] [dep.]
MotionAug: Augmentation with Physical Correction for Human Motion Prediction. [PUB] [CODE]
Multi-instance Point Cloud Registration by Efficient Correspondence Clustering. [PUB] [CODE] [pc.]
Negative-Aware Attention Framework for Image-Text Matching. [PUB] [CODE] [data.]
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration. [PUB] [CODE]
Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching. [PUB]
Optical Flow Estimation for Spiking Camera. [PUB] [CODE]
REGTR: End-to-end Point Cloud Correspondences with Transformers. [PUB] [CODE] [pc.]
RFNet: Unsupervised Network for Mutually Reinforcing Multi-modal Image Registration and Fusion. [PUB]
SC2-PCR: A Second Order Spatial Compatibility for Efficient and Robust Point Cloud Registration. [PUB] [CODE] [pc.]
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction. [PUB]
Topology-Preserving Shape Reconstruction and Registration via Neural Diffeomorphic Flow. [PUB] [CODE]
Towards Understanding Adversarial Robustness of Optical Flow Networks. [PUB] [CODE]

ECCV

3D Room Layout Estimation from a Cubemap of Panorama Image via Deep Manhattan Hough Transform. [PUB] [oth.]
3DG-STFM: 3D Geometric Guided Student-Teacher Feature Matching. [PUB] [CODE]
A Comparative Study of Graph Matching Algorithms in Computer Vision. [PUB]
A Perturbation-Constrained Adversarial Attack for Evaluating the Robustness of Optical Flow. [PUB] [CODE] [oth.]
ASpanFormer: Detector-Free Image Matching with Adaptive Span Transformer. [PUB] [CODE]
Bayesian Tracking of Video Graphs Using Joint Kalman Smoothing and Registration. [PUB]
CMT: Context-Matching-Guided Transformer for 3D Tracking in Point Clouds. [PUB] [CODE]
Complementing Brightness Constancy with Deep Networks for Optical Flow Prediction. [PUB]
CPO: Change Robust Panorama to Point Cloud Localization. [PUB]
Deep 360$\circ $ Optical Flow Estimation Based on Multi-projection Fusion. [PUB]
DFNet: Enhance Absolute Pose Regression with Direct Feature Matching. [PUB] [CODE]
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model. [PUB] [CODE]
Disentangling Architecture and Training for Optical Flow. [PUB] [oth.]
Explaining Deepfake Detection by Analysing Image Matching. [PUB] [CODE]
FlowFormer: A Transformer Architecture for Optical Flow. [PUB]
Generating Natural Images with Direct Patch Distributions Matching. [PUB] [CODE] [nat.]
Implicit field supervision for robust non-rigid shape matching. [PUB] [CODE]
Improving RGB-D Point Cloud Registration by Learning Multi-scale Local Linear Transformation. [PUB] [CODE] [pc.]
Is Geometry Enough for Matching in Visual Localization?. [PUB]
Learning-Based Point Cloud Registration for 6D Object Pose Estimation in the Real World. [PUB] [pc.]
Optical Flow Training Under Limited Label Budget via Active Learning. [PUB] [oth.]
PCR-CG: Point Cloud Registration via Deep Explicit Color and Geometry. [PUB] [CODE]
PointCLM: A Contrastive Learning-based Framework for Multi-instance Point Cloud Registration. [PUB] [CODE] [pc.]
RealFlow: EM-Based Realistic Optical Flow Dataset Generation from Videos. [PUB] [CODE]
Registration based Few-Shot Anomaly Detection. [PUB] [CODE]
Secrets of Event-Based Optical Flow. [PUB] [CODE]
Self-supervised Learning of Visual Graph Matching. [PUB]
Semi-Supervised Keypoint Detector and Descriptor for Retinal Image Matching. [PUB] [CODE]
Semi-supervised Learning of Optical Flow by Flow Supervisor. [PUB]
SuperLine3D: Self-supervised Line Segmentation and Description for LiDAR Point Cloud. [PUB] [CODE] [pc.]
Unitail: Detecting, Reading, and Matching in Retail Scene. [PUB]
Unsupervised Deep Multi-shape Matching. [PUB] [CODE]
Video Interpolation by Event-Driven Anisotropic Adjustment of Optical Flow. [PUB]
Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation. [PUB] [oth.]

NeurIPS

CageNeRF: Cage-based Neural Radiance Field for Generalized 3D Deformation and Animation. [PUB] [dep.]
FlyView: a bio-informed optical flow truth dataset for visual navigation using panoramic stereo vision. [PUB]
Learning Optical Flow from Continuous Spike Streams. [PUB] [CODE]
MACK: Multimodal Aligned Conceptual Knowledge for Unpaired Image-text Matching. [PUB]
Non-rigid Point Cloud Registration with Neural Deformation Pyramid. [PUB] [CODE] [pc.]
One-Inlier is First: Towards Efficient Position Encoding for Point Cloud Registration. [PUB]
Reduced Representation of Deformation Fields for Effective Non-rigid Shape Matching. [PUB] [CODE]
SKFlow: Learning Optical Flow with Super Kernels. [PUB] [oth.]

ICLR

Partial Wasserstein Adversarial Network for Non-rigid Point Set Registration. [PUB]

AAAI

Deep Confidence Guided Distance for 3D Partial Shape Registration. [PUB]
DeTarNet: Decoupling Translation and Rotation by Siamese Network for Point Cloud Registration. [PUB] [CODE] [pc.]
End-to-End Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration. [PUB] [pc.]
FINet: Dual Branches Feature Interaction for Partial-to-Partial Point Cloud Registration. [PUB] [CODE] [pc.]
Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections. [PUB]
Learning Optical Flow with Adaptive Graph Reasoning. [PUB] [CODE] [oth.]
Learning Temporally and Semantically Consistent Unpaired Video-to-Video Translation through Pseudo-Supervision from Synthetic Optical Flow. [PUB] [CODE] [oth.]
Promoting Single-Modal Optical Flow Network for Diverse Cross-Modal Flow Estimation. [PUB]
Reliable Inlier Evaluation for Unsupervised Point Cloud Registration. [PUB] [CODE] [pc.]
Show Your Faith: Cross-Modal Confidence-Aware Network for Image-Text Matching. [PUB] [data.]
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation. [PUB]
Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. [PUB] [CODE] [medi.]

IJCAI

Targeted Multimodal Sentiment Classification based on Coarse-to-Fine Grained Image-Target Matching. [PUB] [data.]
Unsupervised Misaligned Infrared and Visible Image Fusion via Cross-Modality Image Generation and Registration. [PUB] [dep.]
Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation. [PUB] [CODE] [medi.]

TPAMI

A Practical $O(N2)$O(N2) Outlier Removal Method for Correspondence-Based Point Cloud Registration. [PUB] [pc.]
Enhancement-Registration-Homogenization (ERH): A Comprehensive Underwater Visual Reconstruction Paradigm. [PUB]
Fast and Robust Iterative Closest Point. [PUB]
Few-Shot Image and Sentence Matching via Aligned Cross-Modal Memory. [PUB] [data.]
Geometry-Guided Street-View Panorama Synthesis From Satellite Imagery. [PUB]
How Do Neural Networks Estimate Optical Flow? A Neuropsychology-Inspired Study. [PUB]
Joint Detection and Matching of Feature Points in Multimodal Images. [PUB] [dep.]
Learning by Distillation: A Self-Supervised Learning Framework for Optical Flow Estimation. [PUB] [CODE]
Learning Deformable Image Registration From Optimization: Perspective, Modules, Bilevel Training and Beyond. [PUB]
Optical Flow in the Dark. [PUB]
SymReg-GAN: Symmetric Image Registration With Generative Adversarial Networks. [PUB]

IJCV

Matching Visual Features to Hierarchical Semantic Topics for Image Paragraph Captioning. [PUB] [dep.]
Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis. [PUB]
Subspace-PnP: A Geometric Constraint Loss for Mutual Assistance of Depth and Optical Flow Estimation. [PUB] [oth.]

TMI

3D Lightweight Network for Simultaneous Registration and Segmentation of Organs-at-Risk in CT Images of Head and Neck Cancer. [PUB]
A Robust Edge-Preserving Stereo Matching Method for Laparoscopic Images. [PUB]
CAR-Net: A Deep Learning-Based Deformation Model for 3D/2D Coronary Artery Registration. [PUB]
Correction of Motion Artifacts in Dark-Field Radiography of the Human Chest. [PUB] [medi.]
Cross-Modality Image Registration Using a Training-Time Privileged Third Modality. [PUB]
Deep Diffusion MRI Registration (DDMReg): A Deep Learning Method for Diffusion MRI Registration. [PUB]
Image-to-Graph Convolutional Network for 2D/3D Deformable Model Registration of Low-Contrast Organs. [PUB] [medi.]
Joint Progressive and Coarse-to-Fine Registration of Brain MRI via Deformation Field Integration and Non-Rigid Feature Fusion. [PUB]
Learning a Model-Driven Variational Network for Deformable Image Registration. [PUB]
Light-Weight Deformable Registration Using Adversarial Learning With Distilling Knowledge. [PUB] [CODE]
One Shot PACS: Patient Specific Anatomic Context and Shape Prior Aware Recurrent Registration-Segmentation of Longitudinal Thoracic Cone Beam CTs. [PUB]
Radiomic Deformation and Textural Heterogeneity (R-DepTH) Descriptor to Characterize Tumor Field Effect: Application to Survival Prediction in Glioblastoma. [PUB]
Recurrent Tissue-Aware Network for Deformable Registration of Infant Brain MR Images. [PUB] [CODE]
SynthMorph: Learning Contrast-Invariant Registration Without Acquired Images. [PUB]
Unsupervised Histological Image Registration Using Structural Feature Guided Convolutional Neural Network. [PUB]

MIA

Atlas-ISTN: Joint segmentation, registration and atlas construction with image-and-spatial transformer networks. [PUB] [medi.]
Automated anatomical labeling of a topologically variant abdominal arterial system via probabilistic hypergraph matching. [PUB]
Cross-modal attention for multi-modal image registration. [PUB] [CODE]
Deformable MR-CT image registration using an unsupervised, dual-channel network for neurosurgical guidance. [PUB] [medi.]
Dual-stream pyramid registration network. [PUB] [Unofficial code] [medi.]
Estimating medical image registration error and confidence: A taxonomy and scoping review. [PUB]
Inter-subject registration-based one-shot segmentation with alternating union network for cardiac MRI images. [PUB]
Learning residual motion correction for fast and robust 3D multiparametric MRI. [PUB]
PLOSL: Population learning followed by one shot learning pulmonary image registration using tissue volume preserving and vesselness constraints. [PUB]
Robust joint registration of multiple stains and MRI for multimodal 3D histology reconstruction: Application to the Allen human brain atlas. [PUB] [CODE] [medi.]
SAFRON: Stitching Across the Frontier Network for Generating Colorectal Cancer Histology Images. [PUB]
SCPM-Net: An anchor-free 3D lung nodule detection network using sphere representation and center points matching. [PUB] [CODE]
TransMorph: Transformer for unsupervised medical image registration. [PUB]
Unsupervised inter-frame motion correction for whole-body dynamic PET using convolutional long short-term memory in a convolutional neural network. [PUB]
⊥-loss: A symmetric loss function for magnetic resonance imaging reconstruction and image registration with deep learning. [PUB]

MICCAI

A Deep-Discrete Learning Framework for Spherical Surface Registration. [PUB]
A Spatiotemporal Model for Precise and Efficient Fully-Automatic 3D Motion Correction in OCT. [PUB]
Adapting the Mean Teacher for Keypoint-Based Lung Registration Under Geometric Domain Shifts. [PUB] [CODE]
AdaTriplet: Adaptive Gradient Triplet Loss with Automatic Margin Learning for Forensic Medical Image Matching. [PUB] [CODE]
An Optimal Control Problem for Elastic Registration and Force Estimation in Augmented Surgery. [PUB]
Autofocusing+: Noise-Resilient Motion Correction in Magnetic Resonance Imaging. [PUB]
Collaborative Quantization Embeddings for Intra-subject Prostate MR Image Registration. [PUB]
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration. [PUB]
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration. [PUB]
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-Based Abdominal Registration. [PUB]
DSP-Net: Deeply-Supervised Pseudo-Siamese Network for Dynamic Angiographic Image Matching. [PUB]
DSR: Direct Simultaneous Registration for Multiple 3D Images. [PUB]
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT. [PUB]
Electron Microscope Image Registration Using Laplacian Sharpening Transformer U-Net. [PUB]
Embedding Gradient-Based Optimization in Image Registration Networks. [PUB]
End-to-End Multi-Slice-to-Volume Concurrent Registration and Multimodal Generation. [PUB]
FSE Compensated Motion Correction for MRI Using Data Driven Methods. [PUB]
Global Multi-modal 2D/3D Registration via Local Descriptors Learning. [PUB]
Learning Iterative Optimisation for Deformable Image Registration of Lung CT with Recurrent Convolutional Networks. [PUB] [medi.]
Learning-Based US-MR Liver Image Registration with Spatial Priors. [PUB]
LiftReg: Limited Angle 2D/3D Deformable Registration. [PUB]
MCP-Net: Inter-frame Motion Correction with Patlak Regularization for Whole-body Dynamic PET. [PUB] [CODE]
Multi-modal Retinal Image Registration Using a Keypoint-Based Vessel Structure Aligning Network. [PUB]
Non-iterative Coarse-to-Fine Registration Based on Single-Pass Deep Cumulative Learning. [PUB] CODE
On the Dataset Quality Control for Image Registration Evaluation. [PUB]
Spatio-Temporal Motion Correction and Iterative Reconstruction of In-Utero Fetal fMRI. [PUB] [medi.]
Supervised Deep Learning for Head Motion Correction in PET. [PUB] [CODE]
SVoRT: Iterative Transformer for Slice-to-Volume Registration in Fetal Brain MRI. [PUB]
Swin-VoxelMorph: A Symmetric Unsupervised Learning Model for Deformable Medical Image Registration Using Swin Transformer. [PUB]
Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-recurrence Brain Tumor MRI Scans. [PUB] [CODE]
Vol2Flow: Segment 3D Volumes Using a Sequence of Registration Flows. [PUB] [medi.]
Weakly-Supervised Biomechanically-Constrained CT/MRI Registration of the Spine. [PUB]
XMorpher: Full Transformer for Deformable Medical Image Registration via Cross Attention. [PUB]

JBHI

Brain MR Atlas Construction Using Symmetric Deep Neural Inpainting. [PUB]
Cross-Modality Multi-Atlas Segmentation via Deep Registration and Label Fusion. [PUB] [CODE]
Few-Shot Learning for Deformable Medical Image Registration With Perception-Correspondence Decoupling and Reverse Teaching. [PUB]
Improved Segmentation of Echocardiography With Orientation-Congruency of Optical Flow and Motion-Enhanced Segmentation. [PUB] [oth.]
Joint Deformable Image Registration and ADC Map Regularization: Application to DWI-Based Lymphoma Classification. [PUB]
Recursive Decomposition Network for Deformable Image Registration. [PUB]
Unsupervised Cross-Modality Domain Adaptation Network for X-Ray to CT Registration. [PUB]

MM

Beyond Geo-localization: Fine-grained Orientation of Street-view Images by Cross-view Matching with Satellite Imagery. [PUB]
Facial Expression Spotting Based on Optical Flow Features. [PUB]
Finding the Host from the Lesion by Iteratively Mining the Registration Graph. [PUB]
Image-Text Matching with Fine-Grained Relational Dependency and Bidirectional Attention-Based Generative Networks. [PUB] [dep.]
Multi-Level Region Matching for Fine-Grained Sketch-Based Image Retrieval. [PUB] [dep.]
MVLayoutNet: 3D Layout Reconstruction with Multi-view Panoramas. [PUB]
Point to Rectangle Matching for Image Text Retrieval. [PUB] [dep.]
Rethinking Optical Flow Methods for Micro-Expression Spotting. [PUB] [oth.]
Synthesizing Counterfactual Samples for Effective Image-Text Matching. [PUB] [CODE]
Towards All Weather and Unobstructed Multi-Spectral Image Stitching: Algorithm and Benchmark. [PUB]
You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors. [PUB] [CODE]

TIP

GraphReg: Dynamical Point Cloud Registration with Geometry-aware Graph Signal Processing. [PUB] [CODE]

TVCG

WSDesc: Weakly Supervised 3D Local Descriptor Learning for Point Cloud Registration. [PUB] [CODE]

RAL

GraffMatch: Global Matching of 3D Lines and Planes for Wide Baseline LiDAR Registration. [PUB]

SIGGRAPH

ImLoveNet: Misaligned Image-supported Registration Network for Low-overlap Point Cloud Pairs. [PUB]

COLING

Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment. [PUB] [pc.]

KDD

ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data. [PUB]
Quantifying and Reducing Registration Uncertainty of Spatial Vector Labels on Earth Imagery. [PUB]

MOBICOM

Mask does not matter: anti-spoofing face authentication using mmWave without on-site registration. [PUB]

TPDS

Work-Stealing Prefix Scan: Addressing Load Imbalance in Large-Scale Image Registration. [PUB] [medi.]

2021

CVPR

AutoFlow: Learning a Better Training Set for Optical Flow. [PUB]
Camera-Space Hand Mesh Recovery via Semantic Aggregation and Adaptive 2D-1D Registration. [PUB]
Co-Attention for Conditioned Image Matching. [PUB]
DeepI2P: Image-to-Point Cloud Registration via Deep Classification. [PUB] [CODE] [pc.] :fire:
Discrete-Continuous Action Space Policy Gradient-Based Attention for Image-Text Matching. [PUB]
EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation. [PUB]
Feature-Level Collaboration: Joint Unsupervised Learning of Optical Flow, Stereo Depth and Camera Motion. [PUB]
Indoor Panorama Planar 3D Reconstruction via Divide and Conquer. [PUB]
Learning Optical Flow From a Few Matches. [PUB]
Learning Optical Flow From Still Images. [PUB]
Learning-Based Image Registration With Meta-Regularization. [PUB]
Leveraging Line-Point Consistence To Preserve Structures for Wide Parallax Image Stitching. [PUB] [CODE] [oth.]
Locally Aware Piecewise Transformation Fields for 3D Human Mesh Registration. [PUB]
MASA-SR: Matching Acceleration and Spatial Adaptation for Reference-Based Image Super-Resolution. [PUB]
PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency. [PUB] [pc.]
PointNetLK Revisited. [PUB] [CODE] [pc.]
PREDATOR: Registration of 3D Point Clouds with Low Overlap. [PUB] [code-pytorch] [pc.] :fire:
ReAgent: Point Cloud Registration using Imitation and Reinforcement Learning. [PUB] [pc.]
Recurrent Multi-View Alignment Network for Unsupervised Surface Registration. [PUB]
RPSRNet: End-to-End Trainable Rigid Point Set Registration Network Using Barnes-Hut 2D-Tree Representation. [PUB]
Spatiotemporal Registration for Event-Based Visual Odometry. [PUB]
SpinNet: Learning a General Surface Descriptor for 3D Point Cloud Registration. [PUB] [code-pytorch] [pc.] :fire:
UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering. [PUB]
UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering. [PUB] [pc.]
UPFlow: Upsampling Pyramid for Unsupervised Optical Flow Learning. [PUB]
Zillow Indoor Dataset: Annotated Floor Plans With 360deg Panoramas and 3D Room Layouts. [PUB]

ICCV

(Just) A Spoonful of Refinements Helps the Registration Error Go Down. [PUB] [pc.]
A Robust Loss for Point Cloud Registration. [PUB] [pc.]
COTR: Correspondence Transformer for Matching Across Images. [PUB]
Deep Hough Voting for Robust Global Registration. [PUB] [pc.]
DeepPRO: Deep Partial Point Cloud Registration of Objects. [PUB] [pc.]
Distinctiveness oriented Positional Equilibrium for Point Cloud Registration. [PUB] [pc.]
Feature Interactive Representation for Point Cloud Registration. [PUB] [CODE] [pc.]
Generative Adversarial Registration for Improved Conditional Deformable Templates. [PUB] [medi.]
GyroFlow: Gyroscope-Guided Unsupervised Optical Flow Learning. [PUB] [CODE]
High-Resolution Optical Flow from 1D Attention and Correlation. [PUB] [CODE]
HRegNet: A Hierarchical Network for Large-scale Outdoor LiDAR Point Cloud Registration. [PUB] [CODE] [pc.]
LSG-CPD: Coherent Point Drift with Local Surface Geometry for Point Cloud Registration. [PUB] [CODE] [pc.]
Matching in the Dark: A Dataset for Matching Image Pairs of Low-light Scenes. [PUB]
MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection. [PUB] [CODE]
OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud Registration. [PUB] [CODE] [pc.]
PCAM: Product of Cross-Attention Matrices for Rigid Registration of Point Clouds. [PUB] [pc.]
Provably Approximated Point Cloud Registration. [PUB] [pc.]
Sampling Network Guided Cross-Entropy Method for Unsupervised Point Cloud Registration. [PUB] [CODE] [pc.]
Sensor-Guided Optical Flow. [PUB] [oth.]
Separable Flow: Learning Motion Cost Volumes for Optical Flow Estimation. [PUB] [oth.]
Video Self-Stitching Graph Network for Temporal Action Localization. [PUB] [CODE]

NeurIPS

Accurate Point Cloud Registration with Robust Optimal Transport. [PUB]
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud Registration. [PUB]
Self-Supervised Learning of Event-Based Optical Flow with Spiking Neural Networks. [PUB]
Shape Registration in the Time of Transformers. [PUB]
Three-dimensional spike localization and improved motion correction for Neuropixels recordings. [PUB] [CODE] [medi.]
TransMatcher: Deep Image Matching Through Transformers for Generalizable Person Re-identification. [PUB]

ICLR

Adversarial score matching and improved sampling for image generation. [PUB] [dep.]

AAAI

An Unsupervised Sampling Approach for Image-Sentence Matching Using Document-level Structural Information. [PUB] [dep.]
Computational Visual Ceramicology: Matching Image Outlines to Catalog Sketches. [PUB]
Low-Rank Registration Based Manifolds for Convection-Dominated PDEs. [PUB] [dep.]
Optical Flow Estimation from a Single Motion-blurred Image. [PUB]
Similarity Reasoning and Filtration for Image-Text Matching. [PUB] [dep.]
TAILOR: Teaching with Active and Incremental Learning for Object Registration. [PUB] [dep.]

IJCAI

GM-MLIC: Graph Matching based Multi-Label Image Classification. [PUB]
Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration. [PUB]
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (Extended Abstract). [PUB]
Step-Wise Hierarchical Alignment Network for Image-Text Matching. [PUB] [data.]

TPAMI

A Lightweight Optical Flow CNN - Revisiting Data Fidelity and Regularization. [PUB] [CODE]
Acceleration of Non-Rigid Point Set Registration With Downsampling and Gaussian Process Regression. [PUB]
DENAO: Monocular Depth Estimation Network With Auxiliary Optical Flow. [PUB]
Point Set Registration for 3D Range Scans Using Fuzzy Cluster-Based Metric and Efficient Global Optimization. [PUB]
Supervision by Registration and Triangulation for Landmark Detection. [PUB]
Topology-Aware Non-Rigid Point Cloud Registration. [PUB]

IJCV

Deformable Image Registration Based on Functions of Bounded Generalized Deformation. [PUB]
Dual-view Snapshot Compressive Imaging via Optical Flow Aided Recurrent Neural Network. [PUB] [CODE]
Image Matching Across Wide Baselines: From Paper to Practice. [PUB] [CODE]
Image Matching from Handcrafted to Deep Features: A Survey. [PUB]

TMI

A Coarse-to-Fine Deformable Transformation Framework for Unsupervised Multi-Contrast MR Image Registration with Dual Consistency Constraint. [PUB]
Adaptive Weighting Landmark-Based Group-Wise Registration on Lung DCE-MRI Images. [PUB] [medi.]
Automatic Inter-Frame Patient Motion Correction for Dynamic Cardiac PET Using Deep Learning. [PUB]
GraphRegNet: Deep Graph Regularisation Networks on Sparse Keypoints for Dense Registration of 3D Lung CTs. [PUB] [CODE]
LAPNet: Non-Rigid Registration Derived in k-Space for Magnetic Resonance Imaging. [PUB]
Map3D: Registration-Based Multi-Object Tracking on 3D Serial Whole Slide Images. [PUB]
MDPET: A Unified Motion Correction and Denoising Adversarial Network for Low-Dose Gated PET. [PUB] [CODE] [medi.]
Pose-Dependent Weights and Domain Randomization for Fully Automatic X-Ray to CT Registration. [PUB]
Real-Time Nonrigid Mosaicking of Laparoscopy Images. [PUB]
Reconstruction of Orthographic Mosaics From Perspective X-Ray Images. [PUB]
Registration of Untracked 2D Laparoscopic Ultrasound to CT Images of the Liver Using Multi-Labelled Content-Based Image Retrieval. [PUB] [medi.]
S3Reg: Superfast Spherical Surface Registration Based on Deep Learning. [PUB]
Strain Energy Decay Predicts Elastic Registration Accuracy From Intraoperative Data Constraints. [PUB]
Uncertainty-Aware Annotation Protocol to Evaluate Deformable Registration Algorithms. [PUB] [CODE] [medi.]
Weakly-Supervised Vessel Detection in Ultra-Widefield Fundus Photography via Iterative Multi-Modal Registration and Learning. [PUB]

MIA

3D Registration of pre-surgical prostate MRI and histopathology images via super-resolution volume reconstruction. [PUB] [medi.]
A deep learning framework for pancreas segmentation with multi-atlas registration and 3D level-set. [PUB] [medi.]
A hybrid, image-based and biomechanics-based registration approach to markerless intraoperative nodule localization during video-assisted thoracoscopic surgery. [PUB] [medi.]
A novel approach to 2D/3D registration of X-ray images using Grangeat’s relation. [PUB] [medi.]
Anatomy-guided multimodal registration by learning segmentation without ground truth: Application to intraprocedural CBCT/MR liver segmentation and registration. [PUB] [medi.]
Biomechanically constrained non-rigid MR-TRUS prostate registration using deep learning based 3D point cloud matching. [PUB] [medi.]
CNN-based lung CT registration with multiple anatomical constraints. [PUB] [medi.]
CycleMorph: Cycle consistent unsupervised deformable image registration. [PUB] [medi.]
Deformation analysis of surface and bronchial structures in intraoperative pneumothorax using deformable mesh registration. [PUB] [medi.]
Difficulty-aware hierarchical convolutional neural networks for deformable registration of brain MR images. [PUB] [medi.]
End-to-end multimodal image registration via reinforcement learning. [PUB] [medi.]
Fracture reduction planning and guidance in orthopaedic trauma surgery via multi-body image registration. [PUB] [medi.]
Image registration: Maximum likelihood, minimum entropy and deep learning. [PUB] [medi.]
Leveraging unsupervised image registration for discovery of landmark shape descriptor. [PUB] [medi.]
Modeling dynamic radial contrast enhanced MRI with linear time invariant systems for motion correction in quantitative assessment of kidney function. [PUB] [medi.]
OF-UMRN: Uncertainty-guided multitask regression network aided by optical flow for fully automated comprehensive analysis of carotid artery. [PUB]
ProsRegNet: A deep learning framework for registration of MRI and histopathology images of the prostate. [PUB] [medi.]
Re-Identification and growth detection of pulmonary nodules without image registration using 3D siamese neural networks. [PUB] [medi.]
Real-time multimodal image registration with partial intraoperative point-set data. [PUB] [medi.]
Rethinking medical image reconstruction via shape prior, going deeper and faster: Deep joint indirect registration and reconstruction. [PUB] [medi.]
Shape registration with learned deformations for 3D shape reconstruction from sparse and incomplete point clouds. [PUB] [medi.]
Towards improved breast mass detection using dual-view mammogram matching. [PUB] [medi.]
Two-stage deep learning for accelerated 3D time-of-flight MRA without matched training data. [PUB] [dep.]
Variational multi-task MRI reconstruction: Joint reconstruction, registration and super-resolution. [PUB] [medi.]
Weakly-supervised learning of multi-modal features for regularised iterative descent in 3D image registration. [PUB] [medi.]

MICCAI

4D-CBCT Registration with a FBCT-derived Plug-and-Play Feasibility Regularizer. [PUB] [medi.]
A Deep Discontinuity-Preserving Image Registration Network. [PUB] CODE [medi.]
A Deep Network for Joint Registration and Parcellation of Cortical Surfaces. [PUB] CODE [medi.]
Conditional Deformable Image Registration with Convolutional Neural Network. [PUB] [CODE] [medi.]
Construction of Longitudinally Consistent 4D Infant Cerebellum Atlases Based on Deep Learning. [PUB]
Cross-modal Attention for MRI and Ultrasound Volume Registration. [PUB] [CODE] [medi.]
Deep Iterative 2D/3D Registration. [PUB]
Determination of Error in 3D CT to 2D Fluoroscopy Image Registration for Endobronchial Guidance. [PUB] [medi.]
End-to-end Ultrasound Frame to Volume Registration. [PUB] [CODE] [medi.]
Federated Semi-supervised Medical Image Classification via Inter-client Relation Matching. [PUB] [CODE]
GloFlow: Whole Slide Image Stitching from Video Using Optical Flow and Global Image Alignment. [PUB]
Joint Motion Correction and Super Resolution for Cardiac Segmentation via Latent Optimisation. [PUB]
Learning Dual Transformer Network for Diffeomorphic Registration. [PUB]
Learning Spatiotemporal Probabilistic Atlas of Fetal Brains with Anatomically Constrained Registration Network. [PUB] [medi.]
Learning Unsupervised Parameter-specific Affine Transformation for Medical Images Registration. [PUB] [CODE] [medi.]
Medical Image Registration Based on Uncoupled Learning and Accumulative Enhancement. [PUB] [medi.]
Motion Correction for Liver DCE-MRI with Time-Intensity Curve Constraint. [PUB] [medi.]
Multi-scale Neural ODEs for 3D Medical Image Registration. [PUB]
Multi-view analysis of unregistered medical images using cross-view transformers. [PUB] [CODE] [medi.]
Nesterov Accelerated ADMM for Fast Diffeomorphic Image Registration. [PUB]
Revisiting iterative highly efficient optimisation schemes in medical image registration. [PUB] [CODE] [medi.]
SAME: Deformable Image Registration Based on Self-supervised Anatomical Embeddings. [PUB]
Segmentation, Classification, and Registration of Multi-modality Medical Imaging Data - MICCAI 2020 Challenges, ABCs 2020, L2R 2020, TN-SCUI 2020, Held in Conjunction with MICCAI 2020, Lima, Peru, October 4-8, 2020, Proceedings. [PUB] [medi.]
Unsupervised Diffeomorphic Surface Registration and Non-Linear Modelling. [PUB] [CODE] [medi.]
Using Multiple Images and Contours for Deformable 3D-2D Registration of a Preoperative CT in Laparoscopic Liver Surgery. [PUB] [medi.]
Weakly Supervised Registration of Prostate MRI and Histopathology Images. [PUB]

IPMI

Deep Learning Based Geometric Registration for Medical Images: How Accurate Can We Get Without Visual Features?. [PUB] [CODE]
Diffeomorphic Registration with Density Changes for the Analysis of Imbalanced Shapes. [PUB] [medi.]
HyperMorph: Amortized Hyperparameter Learning for Image Registration. [PUB]
Structural Connectome Atlas Construction in the Space of Riemannian Metrics. [PUB] [medi.]

JBHI

3D Image Segmentation With Sparse Annotation by Self-Training and Internal Registration. [PUB]
Lung Respiratory Motion Estimation Based on Fast Kalman Filtering and 4D CT Image Registration. [PUB]
Transfer Learning for Nonrigid 2D/3D Cardiovascular Images Registration. [PUB]

MM

A Stepwise Matching Method for Multi-modal Image based on Cascaded Network. [PUB]
Conceptual and Syntactical Cross-modal Alignment with Cross-level Consistency for Image-Text Matching. [PUB] [data.]
Research on Micro-Expression Spotting Method Based on Optical Flow Features. [PUB] [oth.]

Robotics and Autonomous Systems

A Benchmark for Point Clouds Registration Algorithms. [PUB] [CODE] [pc.]

JMLR

Nonparametric Continuous Sensor Registration. [PUB]

KDD

Unveiling Fake Accounts at the Time of Registration: An Unsupervised Approach. [PUB]
Weakly Supervised Spatial Deep Learning based on Imperfect Vector Labels with Registration Errors. [PUB]

MOBICOM

VI-eye: semantic-based 3D point cloud registration for infrastructure-assisted autonomous driving. [PUB] [pc.]

NDSS

From WHOIS to WHOWAS: A Large-Scale Measurement Study of Domain Registration Privacy under the GDPR. [PUB] [data.]

2020

CVPR

3DRegNet: A Deep Neural Network for 3D Point Registration. [PUB]
An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image Forensics. [PUB]
Deep Global Registration. [PUB] [pc.]
DeepFLASH: An Efficient Network for Learning-Based Medical Image Registration. [PUB]
Efficient Dynamic Scene Deblurring Using Spatially Variant Deconvolution Network With Optical Flow Guided Training. [PUB]
Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks. [PUB]
Feature-metric Registration: A Fast Semi-supervised Approach for Robust Point Cloud Registration without Correspondences. [PUB] [CODE] [pc.]
Flow2Stereo: Effective Self-Supervised Learning of Optical Flow and Stereo Matching. [PUB]
Global Optimality for Point Set Registration Using Semidefinite Programming. [PUB]
Graph Structured Network for Image-Text Matching. [PUB] [CODE] [data.]
Gum-Net: Unsupervised Geometric Matching for Fast and Accurate 3D Subtomogram Image Alignment and Averaging. [PUB]
IMRAM: Iterative Matching With Recurrent Attention Memory for Cross-Modal Image-Text Retrieval. [PUB]
Learning by Analogy: Reliable Supervision From Transformations for Unsupervised Optical Flow Estimation. [PUB]
Learning multiview 3D point cloud registration. [PUB] [CODE] [pc.] :fire:
Learning Video Stabilization Using Optical Flow. [PUB]
More Grounded Image Captioning by Distilling Image-Text Matching Model. [PUB] [data.]
Multi-Modality Cross Attention Network for Image and Sentence Matching. [PUB] [dep.]
Optical Flow in Dense Foggy Scenes Using Semi-Supervised Learning. [PUB]
Quasi-Newton Solver for Robust Non-Rigid Registration. [PUB]
SampleNet: Differentiable Point Cloud Sampling. [PUB] [CODE] [pc.] :fire:
Scene Recomposition by Learning-Based ICP. [PUB]
ScopeFlow: Dynamic Scene Scoping for Optical Flow. [PUB]
Single Image Optical Flow Estimation With an Event Camera. [PUB] [oth.]
Smooth Shells: Multi-Scale Shape Registration With Functional Maps. [PUB]
Unsupervised Multi-Modal Image Registration via Geometry Preserving Image-to-Image Translation. [PUB]
Upgrading Optical Flow to 3D Scene Flow Through Optical Expansion. [PUB]
VOLDOR: Visual Odometry From Log-Logistic Dense Optical Flow Residuals. [PUB]
Warping Residual Based Image Stitching for Large Parallax. [PUB] [oth.]

ECCV

A Closest Point Proposal for MCMC-based Probabilistic Surface Registration. [PUB]
Adaptive Offline Quintuplet Loss for Image-Text Matching. [PUB] [data.]
Consensus-Aware Visual-Semantic Embedding for Image-Text Matching. [PUB]
Deep Complementary Joint Model for Complex Scene Registration and Few-Shot Segmentation on Medical Images. [PUB]
DeepGMR: Learning Latent Gaussian Mixture Models for Registration. [PUB]
Image Stitching and Rectification for Hand-Held Cameras. [PUB] [oth.]
Improving Optical Flow on a Pyramid Level. [PUB] [oth.]
Iterative Distance-Aware Similarity Matrix Convolution with Mutual-Supervised Point Elimination for Efficient Point Cloud Registration. [PUB] [CODE]
Joint 3D Layout and Depth Prediction from a Single Indoor Panorama Image. [PUB] [oth.]
JSSR: A Joint Synthesis, Segmentation, and Registration System for 3D Multi-modal Image Alignment of Large-Scale Pathological CT Scans. [PUB]
LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation. [PUB]
Optical Flow Distillation: Towards Efficient and Stable Video Style Transfer. [PUB] [oth.]
Polarized Optical-Flow Gyroscope. [PUB] [oth.]
RAFT: Recurrent All-Pairs Field Transforms for Optical Flow. [PUB]
S2DNet: Learning Image Features for Accurate Sparse-to-Dense Matching. [PUB]
Single-Image Depth Prediction Makes Feature Matching Easier. [PUB]
Spike-FlowNet: Event-Based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks. [PUB]
Unsupervised Learning of Optical Flow with Deep Feature Similarity. [PUB]
What Matters in Unsupervised Optical Flow. [PUB]
Why Do These Match? Explaining the Behavior of Image Similarity Models. [PUB] [dep.]

NeurIPS

CoMIR: Contrastive Multimodal Image Representation for Registration. [PUB]
Displacement-Invariant Matching Cost Learning for Accurate Optical Flow Estimation. [PUB] [oth.]
LoopReg: Self-supervised Learning of Implicit Surface Correspondences, Pose and Shape for 3D Human Mesh Registration. [PUB]
MosAIc: Finding Artistic Connections across Culture with Conditional Image Retrieval. [PUB]

ICLR

Deformable Kernels: Adapting Effective Receptive Fields for Object Deformation. [PUB]

AAAI

Every Frame Counts: Joint Learning of Video Segmentation and Optical Flow. [PUB]
Expressing Objects Just Like Words: Recurrent Visual Embedding for Image-Text Matching. [PUB]
HAL: Improved Text-Image Matching by Mitigating Visual Semantic Hubs. [PUB] [oth.]
OF-MSRN: Optical Flow-Auxiliary Multi-Task Regression Network for Direct Quantitative Measurement, Segmentation and Motion Estimation. [PUB]
Optical Flow in Deep Visual Tracking. [PUB]

IJCAI

Bi-level Probabilistic Feature Learning for Deformable Image Registration. [PUB]

TPAMI

Aggregated Wasserstein Distance and State Registration for Hidden Markov Models. [PUB]
Distance Surface for Event-Based Optical Flow. [PUB] [oth.]
Image and Sentence Matching via Semantic Concepts and Order Learning. [PUB]
Models Matter, So Does Training: An Empirical Study of CNNs for Optical Flow Estimation. [PUB] [CODE]
Unsupervised Learning of a Hierarchical Spiking Neural Network for Optical Flow Estimation: From Events to Global Motion Perception. [PUB] [CODE]

IJCV

Learning Multi-human Optical Flow. [PUB]
Mix and Match Networks: Cross-Modal Alignment for Zero-Pair Image-to-Image Translation. [PUB] [data.]

TMI

ANHIR: Automatic Non-Rigid Histological Image Registration Challenge. [PUB]
Automatic Registration Between Dental Cone-Beam CT and Scanned Surface via Deep Pose Regression Neural Networks and Clustered Similarities. [PUB]
Breast Cancer: Model Reconstruction and Image Registration From Segmented Deformed Image Using Visual and Force Based Analysis. [PUB]
Deep Learning-Based Detection and Correction of Cardiac MR Motion Artefacts During Reconstruction for High-Quality Segmentation. [PUB]
Deformable Slice-to-Volume Registration for Motion Correction of Fetal Body and Placenta MRI. [PUB]
Evaluation of MRI to Ultrasound Registration Methods for Brain Shift Correction: The CuRIOUS2018 Challenge. [PUB]
Head Motion Correction Based on Filtered Backprojection in Helical CT Scanning. [PUB] [medi.]
Learning an Attention Model for Robust 2-D/3-D Registration Using Point-To-Plane Correspondences. [PUB]
Lung 4D CT Image Registration Based on High-Order Markov Random Field. [PUB]
Motion Dependent and Spatially Variant Resolution Modeling for PET Rigid Motion Correction. [PUB]
One-Shot Learning for Deformable Medical Image Registration and Periodic Motion Tracking. [PUB]
Progressively Trained Convolutional Neural Networks for Deformable Image Registration. [PUB]
PSIGAN: Joint Probabilistic Segmentation and Image Distribution Matching for Unpaired Cross-Modality Adaptation-Based MRI Segmentation. [PUB]
Robust Multi-View 2-D/3-D Registration Using Point-To-Plane Correspondence Model. [PUB] [medi.]
Simultaneous Morphological and Flow Imaging Enabled by Megahertz Intravascular Doppler Optical Coherence Tomography. [PUB]
Software-Based Phase Control, Video-Rate Imaging, and Real-Time Mosaicing With a Lissajous-Scanned Confocal Microscope. [PUB] [medi.]

MIA

Groupwise registration with global-local graph shrinkage in atlas construction. [PUB] [medi.]
Hubless keypoint-based 3D deformable groupwise registration. [PUB] [medi.]
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation. [PUB] [medi.]
SLIR: Synthesis, localization, inpainting, and registration for image-guided thermal ablation of liver tumors. [PUB] [medi.]

MICCAI

2D X-Ray Mammogram and 3D Breast MRI Registration. [PUB] [medi.]
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration. [PUB]
Anatomical Data Augmentation via Fluid-Based Image Registration. [PUB] [CODE] [medi.]
Are Registration Uncertainty and Error Monotonically Associated?. [PUB] [medi.]
Clinically Translatable Direct Patlak Reconstruction from Dynamic PET with Motion Correction Using Convolutional Neural Network. [PUB]
Database Annotation with Few Examples: An Atlas-Based Framework Using Diffeomorphic Registration of 3D Trees. [PUB]
Deep Learning Based Registration Using Spatial Gradients and Noisy Segmentation Labels. [PUB] [CODE]
Deformation Aware Augmented Reality for Craniotomy Using 3D/2D Non-rigid Registration of Cortical Vessels. [PUB] [medi.]
Discrete Unsupervised 3D Registration Methods for the Learn2Reg Challenge. [PUB]
Flexible Bayesian Modelling for Nonlinear Image Registration. [PUB]
Fluid Registration Between Lung CT and Stationary Chest Tomosynthesis Images. [PUB]
Generalizing Spatial Transformers to Projective Geometry with Applications to 2D/3D Registration. [PUB] [CODE] [medi.]
Highly Accurate and Memory Efficient Unsupervised Learning-Based Discrete CT Registration Using 2.5D Displacement Search. [PUB] [CODE] [medi.]
Interpretation of Disease Evidence for Medical Images Using Adversarial Deformation Fields. [PUB]
Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks. [PUB]
Large Deformation Image Registration with Anatomy-Aware Laplacian Pyramid Networks. [PUB]
Learning a Deformable Registration Pyramid. [PUB] [CODE]
Local Contractive Registration for Quantification of Tissue Shrinkage in Assessment of Microwave Ablation. [PUB] [medi.]
Longitudinal Image Registration with Temporal-Order and Subject-Specificity Discrimination. [PUB]
MR-to-US Registration Using Multiclass Segmentation of Hepatic Vasculature with a Reduced 3D U-Net. [PUB]
Multi-step, Learning-Based, Semi-supervised Image Registration Algorithm. [PUB]
MvMM-RegNet: A New Image Registration Framework Based on Multivariate Mixture Model and Neural Network Estimation. [PUB] [CODE] [medi.]
Non-Rigid Volume to Surface Registration Using a Data-Driven Biomechanical Model. [PUB] [CODE] [medi.]
Pair-Wise and Group-Wise Deformation Consistency in Deep Registration Network. [PUB] [medi.]
Semantic Hierarchy Guided Registration Networks for Intra-subject Pulmonary CT Image Alignment. [PUB] [medi.]
Semi-supervised Training of Optical Flow Convolutional Neural Networks in Ultrasound Elastography. [PUB]
Unsupervised Learning Model for Registration of Multi-phase Ultra-Widefield Fluorescein Angiography. [PUB]

JBHI

REMPE: Registration of Retinal Images Through Eye Modelling and Pose Estimation. [PUB]
Unsupervised 3D End-to-End Medical Image Registration With Volume Tweening Network. [PUB]

MM

A Smart-Site-Survey System using Image-based 3D Metric Reconstruction and Interactive Panorama Visualization. [PUB]
Context-Aware Multi-View Summarization Network for Image-Text Matching. [PUB]
Emotion-Based End-to-End Matching Between Image and Music in Valence-Arousal Space. [PUB]

3DV

Registration Loss Learning for Deep Probabilistic Point Set Registration. [PUB] [code-pytorch] [pc.]

EMNLP

NLP Service APIs and Models for Efficient Registration of New Clients. [PUB]

SIGIR

FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval. [PUB]

2019

CVPR

3D Local Features for Direct Pairwise Registration. [PUB] [pc.]
Bridging Stereo Matching and Optical Flow via Spatiotemporal Correspondence. [PUB]
Competitive Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation. [PUB]
DeepMapping: Unsupervised Map Estimation From Multiple Point Clouds. [PUB] [CODE] [pc.] :fire:
FilterReg: Robust and Efficient Probabilistic Point-Set Registration using Gaussian Filter and Twist Parameterization. [PUB] [CODE] [pc.]
Hierarchical Deep Stereo Matching on High-Resolution Images. [PUB]
Iterative Residual Refinement for Joint Optical Flow and Occlusion Estimation. [PUB]
Learning Structure-And-Motion-Aware Rolling Shutter Correction. [PUB]
Metric Learning for Image Registration. [PUB]
Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation. [PUB]
Networks for Joint Affine and Non-Parametric Image Registration. [PUB]
PointNetLK: Point Cloud Registration using PointNet. [PUB] [code-pytorch] [pc.] :fire:
PointNetLK: Robust & Efficient Point Cloud Registration using PointNet. [PUB] [code-pytorch] [pc.] :fire:
PointNetLK: Robust & Efficient Point Cloud Registration Using PointNet. [PUB] [CODE]
Privacy Protection in Street-View Panoramas Using Depth and Multi-View Imagery. [PUB] [data.]
RF-Net: An End-To-End Image Matching Network Based on Receptive Field. [PUB]
SDRSAC: Semidefinite-Based Randomized Approach for Robust Point Cloud Registration without Correspondences. [PUB] [matlab] [pc.]
SelFlow: Self-Supervised Learning of Optical Flow. [PUB]
UnOS: Unified Unsupervised Optical-Flow and Stereo-Depth Estimation by Watching Videos. [PUB]
Unsupervised Event-Based Learning of Optical Flow, Depth, and Egomotion. [PUB]
Unsupervised Image Matching and Object Discovery as Optimization. [PUB]

ICCV

A Deep Step Pattern Representation for Multimodal Retinal Image Registration. [PUB]
Accelerated Gravitational Point Set Alignment with Altered Physical Laws. [PUB] [pc.]
ACMM: Aligned Cross-Modal Memory for Few-Shot Image and Sentence Matching. [PUB] [data.]
Adversarial Representation Learning for Text-to-Image Matching. [PUB]
AFD-Net: Aggregated Feature Difference Learning for Cross-Spectral Image Patch Matching. [PUB]
Attacking Optical Flow. [PUB]
Automatic and Robust Skull Registration Based on Discrete Uniformization. [PUB] [medi.]
Better and Faster: Exponential Loss for Image Patch Matching. [PUB]
Bridging the Domain Gap for Ground-to-Aerial Image Matching. [PUB]
Deep Closest Point: Learning Representations for Point Cloud Registration. [PUB] [pc.]
DeepVCP: An End-to-End Deep Neural Network for 3D Point Cloud Registration. [PUB] [pc.]
DeepVCP: An End-to-End Deep Neural Network for Point Cloud Registration. [PUB]
Efficient and Robust Registration on the 3D Special Euclidean Group. [PUB] [pc.]
Efficient Learning on Point Clouds with Basis Point Sets. [PUB] [CODE] [pc.] :fire:
Hallucinating IDT Descriptors and I3D Optical Flow Features for Action Recognition With CNNs. [PUB]
Linearly Converging Quasi Branch and Bound Algorithms for Global Rigid Registration. [PUB]
RainFlow: Optical Flow Under Rain Streaks and Rain Veiling Effect. [PUB]
Recursive Cascaded Networks for Unsupervised Medical Image Registration. [PUB] [CODE]
Robust Variational Bayesian Point Set Registration. [PUB] [pc.]
Saliency-Guided Attention Network for Image-Sentence Matching. [PUB] [data.]
Visual Semantic Reasoning for Image-Text Matching. [PUB] [data.]

NeurIPS

Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration. [PUB]
PRNet: Self-Supervised Learning for Partial-to-Partial Registration. [PUB]
Recurrent Registration Neural Networks for Deformable Image Registration. [PUB]
Volumetric Correspondence Networks for Optical Flow. [PUB] [oth.]

AAAI

DDFlow: Learning Optical Flow with Unlabeled Data Distillation. [PUB]
Few-Shot Image and Sentence Matching via Gated Visual-Semantic Embedding. [PUB] [data.]

IJCAI

Hallucinating Optical Flow Features for Video Classification. [PUB] [CODE] [oth.]
Knowledge Aware Semantic Concept Expansion for Image-Text Matching. [PUB]
Multi-Level Visual-Semantic Alignments with Relation-Wise Dual Attention Network for Image and Text Matching. [PUB] [data.]
Position Focused Attention Network for Image-Text Matching. [PUB]

TPAMI

Depth from a Light Field Image with Learning-Based Matching Costs. [PUB]
Efficient Registration of High-Resolution Feature Enhanced Point Clouds. [PUB]
Flow Fields: Dense Correspondence Fields for Highly Accurate Large Displacement Optical Flow Estimation. [PUB] [oth.]
Learning Two-Branch Neural Networks for Image-Text Matching Tasks. [PUB]

IJCV

Cross-Domain Image Matching with Deep Feature Maps. [PUB]
Fast Diffeomorphic Image Registration via Fourier-Approximated Lie Algebras. [PUB]
Robust and Optimal Registration of Image Sets and Structured Scenes via Sum-of-Squares Polynomials. [PUB]

TMI

3D Multi-Resolution Optical Flow Analysis of Cardiovascular Pulse Propagation in Human Brain. [PUB]
A Global Method for Non-Rigid Registration of Cell Nuclei in Live Cell Time-Lapse Images. [PUB]
A Statistical Model for Rigid Image Registration Performance: The Influence of Soft-Tissue Deformation as a Confounding Noise Source. [PUB]
An Efficient Preconditioner for Stochastic Gradient Descent Optimization of Image Registration. [PUB]
Assessing Reliability of Myocardial Blood Flow After Motion Correction With Dynamic PET Using a Bayesian Framework. [PUB]
Correlation-Weighted Sparse Representation for Robust Liver DCE-MRI Decomposition Registration. [PUB]
Deformable Image Registration Using Functions of Bounded Deformation. [PUB]
Learning a Probabilistic Model for Diffeomorphic Registration. [PUB]
Mosaic-Based Color-Transform Optimization for Lossy and Lossy-to-Lossless Compression of Pathology Whole-Slide Images. [PUB]
Motion Correction in Optical Resolution Photoacoustic Microscopy. [PUB]
Motion Quantification and Automated Correction in Clinical RSOM. [PUB] [medi.]
Pulmonary CT Registration Through Supervised Learning With Convolutional Neural Networks. [PUB]
Real-Time Deep Pose Estimation With Geodesic Loss for Image-to-Template Rigid Registration. [PUB]
RetinaMatch: Efficient Template Matching of Retina Images for Teleophthalmology. [PUB]
Robust Optical Flow Estimation in Cardiac Ultrasound Images Using a Sparse Representation. [PUB]
VoxelMorph: A Learning Framework for Deformable Medical Image Registration. [PUB] [CODE]

MIA

A deep learning framework for unsupervised affine and deformable image registration. [PUB]
A gradient-based optical-flow cardiac motion estimation method for cine and tagged MR images. [PUB]
Adversarial learning for mono- or multi-modal registration. [PUB]
Automatic segmentation of prostate MRI using convolutional neural networks: Investigating the impact of network architecture on the accuracy of volume measurement and MRI-ultrasound registration. [PUB]
BIRNet: Brain image registration using dual-supervised fully convolutional networks. [PUB]
Breast MRI and X-ray mammography registration using gradient values. [PUB] [medi.]
Flow network tracking for spatiotemporal and periodic point matching: Applied to cardiac motion analysis. [PUB]
Hierarchical spherical deformation for cortical surface registration. [PUB]
Multiple-correlation similarity for block-matching based fast CT to ultrasound registration in liver interventions. [PUB]
Quantitative error prediction of medical image registration using regression forests. [PUB] [medi.]
Robust motion correction for cardiac T1 and ECV mapping using a T1 relaxation model approach. [PUB]
Surface-constrained volumetric registration for the early developing brain. [PUB] [medi.]
The effect of motion correction interpolation on quantitative T1 mapping with MRI. [PUB] [medi.]
Universal atrial coordinates applied to visualisation, registration and construction of patient specific meshes. [PUB] [medi.]
Unsupervised learning of probabilistic diffeomorphic registration for images and surfaces. [PUB]

MICCAI

A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. [PUB]
A Hybrid Deep Learning Framework for Integrated Segmentation and Registration: Evaluation on Longitudinal White Matter Tract Changes. [PUB]
Adversarial Optimization for Joint Registration and Segmentation in Prostate CT Radiotherapy. [PUB]
Closing the Gap between Deep and Conventional Image Registration using Probabilistic Dense Displacement Networks. [PUB] [CODE] [medi.]
Conditional Segmentation in Lieu of Image Registration. [PUB]
Deep Sequential Mosaicking of Fetoscopic Videos. [PUB]
DeepAtlas: Joint Semi-supervised Learning of Image Registration and Segmentation. [PUB]
Detection and Correction of Cardiac MRI Motion Artefacts During Reconstruction from k-space. [PUB]
Fast and Accurate Electron Microscopy Image Registration with 3D Convolution. [PUB] [medi.]
Fine-Scale Vessel Extraction in Fundus Images by Registration with Fluorescein Angiography. [PUB] [medi.]
Generalized Non-rigid Point Set Registration with Hybrid Mixture Models Considering Anisotropic Positional Uncertainties. [PUB]
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration. [PUB]
Incompressible Image Registration Using Divergence-Conforming B-Splines. [PUB]
Landmark-Guided Deformable Image Registration for Supervised Autonomous Robotic Tumor Resection. [PUB] [medi.]
Linear Time Invariant Model Based Motion Correction (LiMo-MoCo) of Dynamic Radial Contrast Enhanced MRI. [PUB]
Markerless Image-to-Face Registration for Untethered Augmented Reality in Head and Neck Surgery. [PUB] [medi.]
mlVIRNET: Multilevel Variational Image Registration Network. [PUB]
Multimodal Data Registration for Brain Structural Association Networks. [PUB] [medi.]
On the Applicability of Registration Uncertainty. [PUB] [medi.]
Probabilistic Multilayer Regularization Network for Unsupervised 3D Brain Image Registration. [PUB]
Robust Non-negative Tensor Factorization, Diffeomorphic Motion Correction, and Functional Statistics to Understand Fixation in Fluorescence Microscopy. [PUB]
Surface-Volume Consistent Construction of Longitudinal Atlases for the Early Developing Brain. [PUB] [medi.]
Synthesis and Inpainting-Based MR-CT Registration for Image-Guided Thermal Ablation of Liver Tumors. [PUB]
TopAwaRe: Topology-Aware Registration. [PUB] [medi.]
Towards Fully Automatic X-Ray to CT Registration. [PUB] [medi.]
U-ReSNet: Ultimate Coupling of Registration and Segmentation with Deep Nets. [PUB]
Unsupervised Deformable Image Registration Using Cycle-Consistent CNN. [PUB]

IPMI

Data-Driven Model Order Reduction for Diffeomorphic Image Registration. [PUB] [medi.]
DGR-Net: Deep Groupwise Registration of Multispectral Images. [PUB]
Real-Time 2D-3D Deformable Registration with Deep Learning and Application to Lung Radiotherapy Targeting. [PUB]
Unsupervised Deformable Registration for Multi-modal Images via Disentangled Representations. [PUB]

JBHI

Accurate Segmentation and Registration of Skin Lesion Images to Evaluate Lesion Change. [PUB]
Groupwise Multichannel Image Registration. [PUB]
Intra-Slice Motion Correction of Intravascular OCT Images Using Deep Features. [PUB]
Kidney Detection in 3-D Ultrasound Imagery via Shape-to-Volume Registration Based on Spatially Aligned Neural Network. [PUB]
Nonrigid Image Registration Using Spatially Region-Weighted Correlation Ratio and GPU-Acceleration. [PUB]
Weakly Supervised Learning of Metric Aggregations for Deformable Image Registration. [PUB]

MM

Cross-Reference Stitching Quality Assessment for 360° Omnidirectional Images. [PUB]
Focus Your Attention: A Bidirectional Focal Attention Network for Image-Text Matching. [PUB] [data.]
Learning Fragment Self-Attention Embeddings for Image-Text Matching. [PUB] [dep.]
Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. [PUB] [data.]

ICRA

CELLO-3D: Estimating the Covariance of ICP in the Real World. [PUB] [pc.]
Robust Generalized Point Set Registration Using Inhomogeneous Hybrid Mixture Models Via Expectation. [PUB] [pc.]
Robust low-overlap 3-D point cloud registration for outlier rejection. [PUB] [matlab] [pc.]

ACL

A Strong and Robust Baseline for Text-Image Matching. [PUB]

CCS

Detecting Fake Accounts in Online Social Networks at the Time of Registrations. [PUB] [data.]

S&P

Assessing the Effectiveness of Domain Blacklisting Against Malicious DNS Registrations. [PUB]

TPDS

A Performance Model for GPU Architectures that Considers On-Chip Resources: Application to Medical Image Registration. [PUB] [medi.]

2018

CVPR

3D Registration of Curves and Surfaces Using Local Differential Information. [PUB]
A Unifying Contrast Maximization Framework for Event Cameras, With Applications to Motion, Depth, and Optical Flow Estimation. [PUB] [oth.]
An Unsupervised Learning Model for Deformable Medical Image Registration. [PUB]
Automatic 3D Indoor Scene Modeling From Single Panorama. [PUB] [oth.]
CNN Driven Sparse Multi-Level B-Spline Image Registration. [PUB]
CVM-Net: Cross-View Matching Network for Image-Based Ground-to-Aerial Geo-Localization. [PUB]
Density Adaptive Point Set Registration. [PUB] [CODE] [pc.]
GeoNet: Unsupervised Learning of Dense Depth, Optical Flow and Camera Pose. [PUB]
Inverse Composition Discriminative Optimization for Point Cloud Registration. [PUB] [pc.]
Learning Semantic Concepts and Order for Image and Sentence Matching. [PUB]
LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation. [PUB]
Memory Matching Networks for One-Shot Image Recognition. [PUB] [dep.]
Mix and Match Networks: Encoder-Decoder Alignment for Zero-Pair Image Translation. [PUB]
Multi-Image Semantic Matching by Mining Consistent Features. [PUB] [oth.]
Occlusion Aware Unsupervised Learning of Optical Flow. [PUB]
Optical Flow Guided Feature: A Fast and Robust Motion Representation for Video Action Recognition. [PUB] [CODE]
PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume. [PUB]
Supervision-by-Registration: An Unsupervised Approach to Improve the Precision of Facial Landmark Detectors. [PUB]

ECCV

3DFeat-Net: Weakly Supervised Local 3D Features for Point Cloud Registration. [PUB] [code-tensorflow] [pc.] :fire:
Conditional Prior Networks for Optical Flow. [PUB] [CODE]
Contextual-Based Image Inpainting: Infer, Match, and Translate. [PUB] [dep.]
Deep Cross-Modal Projection Learning for Image-Text Matching. [PUB]
Efficient Dense Point Cloud Object Reconstruction Using Deformation Vector Fields. [PUB] [pc.]
Efficient Global Point Cloud Registration by Matching Rotation Invariant Features Through Translation Search. [PUB] [pc.]
HGMR: Hierarchical Gaussian Mixtures for Adaptive 3D Registration. [PUB] [pc.]
Learning and Matching Multi-View Descriptors for Registration of Point Clouds. [PUB] [pc.]
Object-Centered Image Stitching. [PUB] [oth.]
Occlusions, Motion and Depth Boundaries with a Generic Network for Disparity, Optical Flow or Scene Flow Estimation. [PUB]
Robust Image Stitching with Multiple Registrations. [PUB]
Robust Optical Flow in Rainy Scenes. [PUB] [oth.]
Stacked Cross Attention for Image-Text Matching. [PUB] [data.]
Structure-from-Motion-Aware PatchMatch for Adaptive Optical Flow Estimation. [PUB] [oth.]
Uncertainty Estimates and Multi-hypotheses Networks for Optical Flow. [PUB]
Unsupervised Learning of Multi-Frame Optical Flow with Occlusions. [PUB]

AAAI

Dilated FCN for Multi-Agent 2D/3D Medical Image Registration. [PUB]
Hierarchical Video Generation From Orthogonal Information: Optical Flow and Texture. [PUB]
UnFlow: Unsupervised Learning of Optical Flow With a Bidirectional Census Loss. [PUB]

IJCAI

H-Net: Neural Network for Cross-domain Image Patch Matching. [PUB] [CODE]
Layered Optical Flow Estimation Using a Deep Neural Network with a Soft Mask. [PUB]
Point Set Registration for Unsupervised Bilingual Lexicon Induction. [PUB]

TPAMI

Collocation for Diffeomorphic Deformations in Medical Image Registration. [PUB] [medi.]
Guaranteed Outlier Removal for Point Cloud Registration with Correspondences. [PUB] [pc.]
Hierarchical Sparse Representation for Robust Image Registration. [PUB]
Multiresolution Search of the Rigid Motion Space for Intensity-Based Registration. [PUB]

IJCV

Graph-Based Slice-to-Volume Deformable Registration. [PUB] [medi.]
Scale-Free Registrations in 3D: 7 Degrees of Freedom with Fourier Mellin SOFT Transforms. [PUB]
SDF-2-SDF Registration for Real-Time 3D Reconstruction from RGB-D Data. [PUB] [pc.]
What Makes Good Synthetic Training Data for Learning Disparity and Optical Flow Estimation?. [PUB]

TMI

A Dual Tissue-Doppler Optical-Flow Method for Speckle Tracking Echocardiography at High Frame Rate. [PUB]
Assessment of Rigid Registration Quality Measures in Ultrasound-Guided Radiotherapy. [PUB]
Automated Registration of 3-D Knee Implant Models to Fluoroscopic Images Using Lipschitzian Optimization. [PUB] [medi.]
Automatic Multiorgan Segmentation via Multiscale Registration and Graph Cut. [PUB]
Cardiac Motion Correction for Helical CT Scan With an Ordinary Pitch. [PUB] [medi.]
Distortion Correction in Fetal EPI Using Non-Rigid Registration With a Laplacian Constraint. [PUB] [medi.]
Estimating Maximum Target Registration Error Under Uniform Restriction of Fiducial Localization Error in Image Guided System. [PUB]
Image Registration Based on Low Rank Matrix: Rank-Regularized SSD. [PUB]
Locally Affine Diffeomorphic Surface Registration and Its Application to Surgical Planning of Fronto-Orbital Advancement. [PUB]
Non-Rigid Contour-Based Registration of Cell Nuclei in 2-D Live Cell Microscopy Images Using a Dynamic Elasticity Model. [PUB] [medi.]
Online Robust Projective Dictionary Learning: Shape Modeling for MR-TRUS Registration. [PUB] [medi.]
Predicting CT Image From MRI Data Through Feature Matching With Learned Nonlinear Local Descriptors. [PUB]
Real-Time FEM-Based Registration of 3-D to 2.5-D Transrectal Ultrasound Images. [PUB] [medi.]

MIA

A novel multi-atlas strategy with dense deformation field reconstruction for abdominal and thoracic multi-organ segmentation from computed tomography. [PUB]
A real-time and registration-free framework for dynamic shape instantiation. [PUB] [medi.]
A scale-space curvature matching algorithm for the reconstruction of complex proximal humeral fractures. [PUB]
Cerebrovascular network registration via an efficient attributed graph matching technique. [PUB] [oth.]
Equilibrated warping: Finite element image registration with finite strain equilibrium gap regularization. [PUB]
Fast elastic registration of soft tissues under large deformations. [PUB]
Group-wise similarity registration of point sets using Student's t-mixture model for statistical shape models. [PUB]
Intrasubject multimodal groupwise registration with the conditional template entropy. [PUB] [medi.]
Joint registration and synthesis using a probabilistic model for alignment of MRI and histological sections. [PUB]
SiSSR: Simultaneous subdivision surface registration for the quantification of cardiac function from computed tomography in canines. [PUB]
Slice-level diffusion encoding for motion and distortion correction. [PUB] [medi.]
Weakly-supervised convolutional neural networks for multimodal image registration. [PUB]

MICCAI

A Comprehensive Approach for Learning-Based Fully-Automated Inter-slice Motion Correction for Short-Axis Cine Cardiac MR Image Stacks. [PUB]
Adversarial Deformation Regularization for Training Image Registration Neural Networks. [PUB]
Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration. [PUB]
Distribution Matching Losses Can Hallucinate Features in Medical Image Translation. [PUB] [medi.]
Efficient Groupwise Registration of MR Brain Images via Hierarchical Graph Set Shrinkage. [PUB] [medi.]
Efficient Laplace Approximation for Bayesian Registration Uncertainty Quantification. [PUB] [medi.]
Elastic Registration of Geodesic Vascular Graphs. [PUB]
Elastic Registration of Single Subject Task Based fMRI Signals. [PUB]
Fast Registration by Boundary Sampling and Linear Programming. [PUB] [medi.]
GDL-FIRE \text 4D : Deep Learning-Based Fast 4D CT Image Registration. [PUB]
Initialize Globally Before Acting Locally: Enabling Landmark-Free 3D US to MRI Registration. [PUB]
Left Ventricle Segmentation via Optical-Flow-Net from Short-Axis Cine MRI: Preserving the Temporal Coherence of Cardiac Motion. [PUB]
Model-Based Refinement of Nonlinear Registrations in 3D Histology Reconstruction. [PUB] [medi.]
Registration-Based Patient-Specific Musculoskeletal Modeling Using High Fidelity Cadaveric Template Model. [PUB] [medi.]
Registration-Free Infant Cortical Surface Parcellation Using Deep Convolutional Neural Networks. [PUB]
rfDemons: Resting fMRI-Based Cortical Surface Registration Using the BrainSync Transform. [PUB]
Soft-Body Registration of Pre-operative 3D Models to Intra-operative RGBD Partial Body Scans. [PUB] [medi.]
Towards Accurate and Complete Registration of Coronary Arteries in CTA Images. [PUB] [medi.]
Unsupervised Learning for Fast Probabilistic Diffeomorphic Registration. [PUB]

3DV

PCN: Point Completion Network. [PUB] [code-tensorflow] [pc.] :fire:

ICRA

A General Framework for Flexible Multi-Cue Photometric Point Cloud Registration. [PUB] [pc.]
Robust Generalized Point Cloud Registration Using Hybrid Mixture Model. [PUB] [pc.]

IROS

Dynamic Scaling Factors of Covariances for Accurate 3D Normal Distributions Transform Registration. [PUB] [pc.]
PCAOT: A Manhattan Point Cloud Registration Method Towards Large Rotation and Small Overlap. [PUB] [pc.]
Robust Generalized Point Cloud Registration with Expectation Maximization Considering Anisotropic Positional Uncertainties. [PUB] [pc.]

IEEE Access

Multi-temporal Remote Sensing Image Registration Using Deep Convolutional Features. [PUB] [CODE] [rs.] :fire:

COLING

Incorporating Image Matching Into Knowledge Acquisition for Event-Oriented Relation Recognition. [PUB] [oth.]

WWW

MemeSequencer: Sparse Matching for Embedding Image Macros. [PUB]

2017

CVPR

3D Point Cloud Registration for Localization using a Deep Neural Network Auto-Encoder. [PUB] [CODE] [pc.]
3DMatch: Learning Local Geometric Descriptors from RGB-D Reconstructions. [PUB] [CODE] [pc.] [data.] :fire: :star:
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching. [PUB] [oth.]
A General Framework for Curve and Surface Comparison and Registration with Oriented Varifolds. [PUB]
Accurate Optical Flow via Direct Cost Volume Processing. [PUB] [oth.]
CNN-Based Patch Matching for Optical Flow with Thresholded Hinge Embedding Loss. [PUB]
Convex Global 3D Registration with Lagrangian Duality. [PUB] [pc.]
Cross-View Image Matching for Geo-Localization in Urban Environments. [PUB]
Discriminative Optimization: Theory and Applications to Point Cloud Registration. [PUB] [pc.]
Fine-to-Coarse Global Registration of RGB-D Scans. [PUB]
FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks. [PUB]
Group-Wise Point-Set Registration Based on Rényi's Second Order Entropy. [PUB] [oth.]
Group-Wise Point-Set Registration Based on Rényi’s Second Order Entropy. [PUB]
Instance-Aware Image and Sentence Matching with Selective Multimodal LSTM. [PUB] [data.]
InterpoNet, a Brain Inspired Neural Network for Optical Flow Dense Interpolation. [PUB]
Joint Registration and Representation Learning for Unconstrained Face Identification. [PUB]
Learning Deep Match Kernels for Image-Set Classification. [PUB] [dep.]
Optical Flow Estimation Using a Spatial Pyramid Network. [PUB]
Optical Flow in Mostly Rigid Scenes. [PUB] [oth.]
Optical Flow Requires Multiple Strategies (but Only One Network). [PUB]
Robust Interpolation of Correspondences for Large Displacement Optical Flow. [PUB] [oth.]
Slow Flow: Exploiting High-Speed Cameras for Accurate and Diverse Optical Flow Reference Data. [PUB]
Video2Shop: Exact Matching Clothes in Videos to Online Shopping Images. [PUB]

ICCV

Colored Point Cloud Registration Revisited. [PUB] [pc.]
Deep Free-Form Deformation Network for Object-Mask Registration. [PUB] [dep.]
Fast Multi-image Matching via Density-Based Clustering. [PUB] [oth.]
Joint Layout Estimation and Global Multi-view Registration for Indoor Reconstruction. [PUB] [pc.]
Local-to-Global Point Cloud Registration Using a Dictionary of Viewpoint Descriptors. [PUB]
MirrorFlow: Exploiting Symmetries in Joint Optical Flow and Occlusion Estimation. [PUB]
Point Set Registration with Global-Local Correspondence and Transformation Estimation. [PUB]
ProbFlow: Joint Optical Flow and Uncertainty Estimation. [PUB] [oth.]
Progressive Large Scale-Invariant Image Matching in Scale Space. [PUB] [oth.]
SegFlow: Joint Learning for Video Object Segmentation and Optical Flow. [PUB]
Surface Registration via Foliation. [PUB] [pc.]

AAAI

An Artificial Agent for Robust Image Registration. [PUB]
Non-Rigid Point Set Registration with Robust Transformation Estimation under Manifold Regularization. [PUB]
Unsupervised Deep Learning for Optical Flow Estimation. [PUB]

IJCAI

Deep Optical Flow Estimation Via Multi-Scale Correspondence Structure Learning. [PUB]
Image Matching via Loopy RNN. [PUB]

TPAMI

Efficient & Effective Prioritized Matching for Large-Scale Image-Based Localization. [PUB] [pc.]
Hyperbolic Harmonic Mapping for Surface Registration. [PUB]
Image Registration and Change Detection under Rolling Shutter Motion Blur. [PUB]
Randomly Perturbed B-Splines for Nonrigid Image Registration. [PUB]

IJCV

A Discrete MRF Framework for Integrated Multi-Atlas Registration and Segmentation. [PUB]
Automatic Registration of Images to Untextured Geometry Using Average Shading Gradients. [PUB] [nat.]

TMI

A Novel Method of Cone Beam CT Projection Binning Based on Image Registration. [PUB] [medi.]
Block-Matching Distortion Correction of Echo-Planar Images With Opposite Phase Encoding Directions. [PUB]
Cardiac Image Reconstruction via Nonlinear Motion Correction Based on Partial Angle Reconstructed Images. [PUB] [medi.]
Direct Parametric Reconstruction With Joint Motion Estimation/Correction for Dynamic Brain PET Data. [PUB]
Dynamic 2-D/3-D Rigid Registration Framework Using Point-To-Plane Correspondence Model. [PUB] [medi.]
Effects of Image Quality on the Fundamental Limits of Image Registration Accuracy. [PUB] [medi.]
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration. [PUB]
Improving Registration Robustness for Image-Guided Liver Surgery in a Novel Human-to-Phantom Data Framework. [PUB] [medi.]
Isotropic Total Variation Regularization of Displacements in Parametric Image Registration. [PUB]
Longitudinal Analysis of Pre-Term Neonatal Cerebral Ventricles From 3D Ultrasound Images Using Spatial-Temporal Deformable Registration. [PUB]
PET Image Reconstruction and Deformable Motion Correction Using Unorganized Point Clouds. [PUB]
Phase Vector Incompressible Registration Algorithm for Motion Estimation From Tagged Magnetic Resonance Images. [PUB]
PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI. [PUB]
Quantifying Registration Uncertainty With Sparse Bayesian Modelling. [PUB] [medi.]
Robust 2-D-3-D Registration Optimization for Motion Compensation During 3-D TRUS-Guided Biopsy Using Learned Prostate Motion Data. [PUB]
Sparse 3D Radon Space Rigid Registration of CT Scans: Method and Validation Study. [PUB] [medi.]

MIA

3D/2D Registration with superabundant vessel reconstruction for cardiac resynchronization therapy. [PUB]
A hybrid patient-specific biomechanical model based image registration method for the motion estimation of lungs. [PUB]
A tree-matching algorithm: Application to airways in CT images of subjects with the acute respiratory distress syndrome. [PUB] [medi.]
Cross contrast multi-channel image registration using image synthesis for MR brain images. [PUB] [medi.]
Dual-core steered non-rigid registration for multi-modal images via bi-directional image synthesis. [PUB]
Feature-based multi-resolution registration of immunostained serial sections. [PUB]
Guiding multimodal registration with learned optimization updates. [PUB]
Involuntary eye motion correction in retinal optical coherence tomography: Hardware or software solution?. [PUB]
Learning Non-rigid Deformations for Robust, Constrained Point-based Registration in Image-Guided MR-TRUS Prostate Intervention. [PUB]
Motion-robust parameter estimation in abdominal diffusion-weighted MRI by simultaneous image registration and model estimation. [PUB] [medi.]
MR-based respiratory and cardiac motion correction for PET imaging. [PUB] [medi.]
Multiresolution eXtended Free-Form Deformations (XFFD) for non-rigid registration with discontinuous transforms. [PUB]
Registration and fusion quantification of augmented reality based nasal endoscopic surgery. [PUB] [medi.]
Segmentation of lumen and outer wall of abdominal aortic aneurysms from 3D black-blood MRI with a registration based geodesic active contour model. [PUB] [medi.]
Slice-to-volume medical image registration: A survey. [PUB]
Sparse Bayesian registration of medical images for self-tuning of parameters and spatially adaptive parametrization of displacements. [PUB]
Stochastic optimization with randomized smoothing for image registration. [PUB]
Vascular image registration techniques: A living review. [PUB]

MICCAI

4D Infant Cortical Surface Atlas Construction Using Spherical Patch-Based Sparse Representation. [PUB]
\ell _2 Similarity Metrics for Diffusion Multi-Compartment Model Images Registration. [PUB] [medi.]
A Large Deformation Diffeomorphic Approach to Registration of CLARITY Images via Mutual Information. [PUB] [medi.]
A Localized Statistical Motion Model as a Reproducing Kernel for Non-rigid Image Registration. [PUB] [medi.]
Accurate Correspondence of Cone Photoreceptor Neurons in the Human Eye Using Graph Matching Applied to Longitudinal Adaptive Optics Images. [PUB]
Deformable Image Registration Based on Similarity-Steered CNN Regression. [PUB]
Deformable Registration of a Preoperative 3D Liver Volume to a Laparoscopy Image Using Contour and Shading Cues. [PUB] [medi.]
Directional Averages for Motion Segmentation in Discontinuity Preserving Image Registration. [PUB] [medi.]
Dynamic Field Mapping and Motion Correction Using Interleaved Double Spin-Echo Diffusion MRI. [PUB] [medi.]
Efficient Deformable Motion Correction for 3-D Abdominal MRI Using Manifold Regression. [PUB] [medi.]
Fully Automated Segmentation-Based Respiratory Motion Correction of Multiplanar Cardiac Magnetic Resonance Images for Large-Scale Datasets. [PUB] [medi.]
Generalised Coherent Point Drift for Group-Wise Registration of Multi-dimensional Point Sets. [PUB]
Graph-Constrained Sparse Construction of Longitudinal Diffusion-Weighted Infant Atlases. [PUB] [medi.]
Groupwise Registration of MR Brain Images Containing Tumors via Spatially Constrained Low-Rank Based Image Recovery. [PUB] [medi.]
Improving Functional MRI Registration Using Whole-Brain Functional Correlation Tensors. [PUB]
Locally Affine Diffeomorphic Surface Registration for Planning of Metopic Craniosynostosis Surgery. [PUB]
Multimodal Image Registration with Deep Context Reinforcement Learning. [PUB]
Nonrigid Image Registration Using Multi-scale 3D Convolutional Neural Networks. [PUB]
Optimal Transport for Diffeomorphic Registration. [PUB] [medi.]
Parameter Sensitivity Analysis in Medical Image Registration Algorithms Using Polynomial Chaos Expansions. [PUB] [medi.]
Precise Ultrasound Bone Registration with Learning-Based Segmentation and Speed of Sound Calibration. [PUB]
Robust Non-rigid Registration Through Agent-Based Action Learning. [PUB] [medi.]
Selecting the Optimal Sequence for Deformable Registration of Microscopy Image Sequences Using Two-Stage MST-based Clustering Algorithm. [PUB] [medi.]
SVF-Net: Learning Deformable Image Registration Using Shape Matching. [PUB] [medi.]
Training CNNs for Image Registration from Few Samples with Model-based Data Augmentation. [PUB] [medi.]

IPMI

Frequency Diffeomorphisms for Efficient Image Registration. [PUB]
Orthotropic Thin Shell Elasticity Estimation for Surface Registration. [PUB]

JBHI

An Open Benchmark Challenge for Motion Correction of Myocardial Perfusion MRI. [PUB]
Deformable Registration-Based Super-resolution for Isotropic Reconstruction of 4-D MRI Volumes. [PUB]
MRI to CT Prostate Registration for Improved Targeting in Cancer External Beam Radiotherapy. [PUB]

MM

An Experimental Study of Markerless Image Registration Methods on Varying Quality of Images for Augmented Reality Applications. [PUB]
Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection. [PUB] [dep.]

ICRA

Using 2 point+normal sets for fast registration of point clouds with small overlap. [PUB] [pc.]

KDD

Evaluating U.S. Electoral Representation with a Joint Statistical Model of Congressional Roll-Calls, Legislative Text, and Voter Registration Data. [PUB]

2016

CVPR

3D Part-Based Sparse Tracker with Automatic Synchronization and Registration. [PUB] [data.]
A Large Dataset to Train Convolutional Networks for Disparity, Optical Flow, and Scene Flow Estimation. [PUB]
A Probabilistic Framework for Color-Based Point Set Registration. [PUB]
Context-Aware Gaussian Fields for Non-rigid Point Set Registration. [PUB] [pc.]
Efficient 3D Room Shape Recovery from a Single Panorama. [PUB]
Efficient Coarse-to-Fine Patch Match for Large Displacement Optical Flow. [PUB] [oth.]
Full Flow: Optical Flow Estimation By Global Optimization over Regular Grids. [PUB] [oth.]
Geospatial Correspondences for Multimodal Registration. [PUB]
Globally Optimal Rigid Intensity Based Registration: A Fast Fourier Domain Approach. [PUB]
Gravitational Approach for Point Set Registration. [PUB] [pc.]
Learning to Match Aerial Images with Deep Attentive Architectures. [PUB]
Optical Flow with Semantic Segmentation and Localized Layers. [PUB]
PatchBatch: A Batch Augmented Loss for Optical Flow. [PUB]
Robust Optical Flow Estimation of Double-Layer Images under Transparency or Reflection. [PUB] [oth.]
Simultaneous Optical Flow and Intensity Estimation from an Event Camera. [PUB] [oth.]

ECCV

A Distance for HMMs Based on Aggregated Wasserstein Metric and State Registration. [PUB]
Exploiting Semantic Information and Deep Matching for Optical Flow. [PUB] [oth.]
Fast Global Registration. [PUB] CODE
Fast Optical Flow Using Dense Inverse Search. [PUB] [oth.]
Global Registration of 3D Point Sets via LRS Decomposition. [PUB] [pc.]
Guided Matching Based on Statistical Optical Flow for Fast and Robust Correspondence Analysis. [PUB] [oth.]
Image Co-segmentation Using Maximum Common Subgraph Matching and Region Co-growing. [PUB] [oth.]
Learning Image Matching by Simply Watching Video. [PUB]
Matching Handwritten Document Images. [PUB] [dep.]
Natural Image Stitching with the Global Similarity Prior. [PUB]
Resonant Deformable Matching: Simultaneous Registration and Reconstruction. [PUB]
SEAGULL: Seam-Guided Local Alignment for Parallax-Tolerant Image Stitching. [PUB] [oth.]
Shape Acquisition and Registration for 3D Endoscope Based on Grid Pattern Projection. [PUB]
Similarity Registration Problems for 2D/3D Ultrasound Calibration. [PUB] [medi.]

AAAI

Text Matching as Image Recognition. [PUB] [dep.]

IJCAI

A Novel Feature Matching Strategy for Large Scale Image Retrieval. [PUB]
Precision Instrument Targeting via Image Registration for the Mars 2020 Rover. [PUB]

TPAMI

A Stochastic Approach to Diffeomorphic Point Set Registration with Landmark Constraints. [PUB] [pc.]
Fast Rotation Search with Stereographic Projections for 3D Registration. [PUB] [pc.]
Go-ICP: A Globally Optimal Solution to 3D ICP Point-Set Registration. [PUB] CODE [pc.]
Higher-Order Graph Principles towards Non-Rigid Surface Registration. [PUB]
Scalable Feature Matching by Dual Cascaded Scalar Quantization for Image Retrieval. [PUB] [data.]

IJCV

Erratum to: Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. [PUB]
Image Search with Selective Match Kernels: Aggregation Across Single and Multiple Images. [PUB]
ROML: A Robust Feature Correspondence Approach for Matching Objects in A Set of Images. [PUB] [pc.]

TMI

A CNN Regression Approach for Real-Time 2D/3D Registration. [PUB]
A New Approach to Evaluate Drug Treatment Response of Ovarian Cancer Patients Based on Deformable Image Registration. [PUB]
Abnormality Detection via Iterative Deformable Registration and Basis-Pursuit Decomposition. [PUB]
Anatomical Image Registration Using Volume Conservation to Assess Cardiac Deformation From 3D Ultrasound Recordings. [PUB] [medi.]
Confidence Estimation for Medical Image Registration Based On Stereo Confidences. [PUB]
Consistent Spatial-Temporal Longitudinal Atlas Construction for Developing Infant Brains. [PUB] [medi.]
Fast Automatic Step Size Estimation for Gradient Descent Optimization of Image Registration. [PUB]
Image Registration Based on Autocorrelation of Local Structure. [PUB] [medi.]
Improving the Accuracy of Registration-Based Biomechanical Analysis: A Finite Element Approach to Lung Regional Strain Quantification. [PUB] [medi.]
Kernel Bundle Diffeomorphic Image Registration Using Stationary Velocity Fields and Wendland Basis Functions. [PUB] [medi.]
MIND Demons: Symmetric Diffeomorphic Deformable Registration of MR and CT for Image-Guided Spine Surgery. [PUB]
Motion-Robust Diffusion-Weighted Brain MRI Reconstruction Through Slice-Level Registration-Based Motion Tracking. [PUB]
Multi-Objective Memetic Search for Robust Motion and Distortion Correction in Diffusion MRI. [PUB]
Multiple Kernel Point Set Registration. [PUB]
Non-Parametric Bayesian Registration (NParBR) of Body Tumors in DCE-MRI Data. [PUB]
Real-Time Automatic Artery Segmentation, Reconstruction and Registration for Ultrasound-Guided Regional Anaesthesia of the Femoral Nerve. [PUB]
Registration-Based Morphometry for Shape Analysis of the Bones of the Human Wrist. [PUB]
Towards Personalized Statistical Deformable Model and Hybrid Point Matching for Robust MR-TRUS Registration. [PUB]
Visualization of Deformable Image Registration Quality Using Local Image Dissimilarity. [PUB]

MIA

A self-calibrating approach for the segmentation of retinal vessels by template matching and contour reconstruction. [PUB] [medi.]
A survey of medical image registration - under review. [PUB]
Advances and challenges in deformable image registration: From image fusion to complex motion modelling. [PUB]
Deformable image registration by combining uncertainty estimates from supervoxel belief propagation. [PUB] [pc.]
Non Local Spatial and Angular Matching: Enabling higher spatial resolution diffusion MRI datasets through adaptive denoising. [PUB]
PCA-based groupwise image registration for quantitative MRI. [PUB] [medi.]
Real-time pose estimation of devices from x-ray images: Application to x-ray/echo registration for cardiac interventions. [PUB]
Registration of dynamic multiview 2D ultrasound and late gadolinium enhanced images of the heart: Application to hypertrophic cardiomyopathy characterization. [PUB] [medi.]

MICCAI

2D-3D Registration Accuracy Estimation for Optimised Planning of Image-Guided Pancreatobiliary Interventions. [PUB]
A Deep Metric for Multimodal Registration. [PUB]
Accuracy Estimation for Medical Image Registration Using Regression Forests. [PUB] [medi.]
Anatomically Constrained Video-CT Registration via the V-IMLOP Algorithm. [PUB] [medi.]
Bilateral Weighted Adaptive Local Similarity Measure for Registration in Neurosurgery. [PUB] [medi.]
Deformable 3D-2D Registration of Known Components for Image Guidance in Spine Surgery. [PUB] [medi.]
Diffeomorphic Density Registration in Thoracic Computed Tomography. [PUB] [medi.]
GPNLPerf: Robust 4d Non-rigid Motion Correction for Myocardial Perfusion Analysis. [PUB] [medi.]
Inertial Demons: A Momentum-Based Diffeomorphic Registration Framework. [PUB]
Learning Optimization Updates for Multimodal Registration. [PUB]
Learning-Based Multimodal Image Registration for Prostate Cancer Radiation Therapy. [PUB]
Motion-Robust Reconstruction Based on Simultaneous Multi-slice Registration for Diffusion-Weighted MRI of Moving Subjects. [PUB] [medi.]
Registration-Free Simultaneous Catheter and Environment Modelling. [PUB] [medi.]
Temporal Registration in In-Utero Volumetric MRI Time Series. [PUB] [medi.]
Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method. [PUB] [medi.]
Vascular Registration in Photoacoustic Imaging by Low-Rank Alignment via Foreground, Background and Complement Decomposition. [PUB] [medi.]

JBHI

Registration of Pre- and Postresection Ultrasound Volumes With Noncorresponding Regions in Neurosurgery. [PUB]
Stitching and Surface Reconstruction From Endoscopic Image Sequences: A Review of Applications and Methods. [PUB]
Synchronization and Registration of Cine Magnetic Resonance and Dynamic Computed Tomography Images of the Heart. [PUB]
α-Information-Based Registration of Dynamic Scans for Magnetic Resonance Cystography. [PUB] [medi.]

MM

LSOD: Local Sparse Orthogonal Descriptor for Image Matching. [PUB]
MatchDR: Image Correspondence by Leveraging Distance Ratio Constraint. [PUB]

CCS

PREDATOR: Proactive Recognition and Elimination of Domain Abuse at Time-Of-Registration. [PUB]

JMLR

Stereo Matching by Training a Convolutional Neural Network to Compare Image Patches. [PUB]

S&P

Domain-Z: 28 Registrations Later Measuring the Exploitation of Residual Trust in Domains. [PUB]

2015

CVPR

A low-dimensional step pattern analysis algorithm with application to multimodal retinal image registration. [PUB]
Adaptive as-natural-as-possible image stitching. [PUB] [oth.]
BOLD - Binary online learned descriptor for efficient image matching. [PUB]
Deep correlation for matching images and text. [PUB]
Deep sparse representation for robust image registration. [PUB] [medi.]
Dense, accurate optical flow estimation with piecewise parametric model. [PUB] [oth.]
Efficient sparse-to-dense optical flow estimation using a learned basis and layers. [PUB]
Enriching object detection with 2D-3D registration and continuous viewpoint estimation. [PUB]
EpicFlow: Edge-preserving interpolation of correspondences for optical flow. [PUB] [oth.]
Hierarchically-constrained optical flow. [PUB]
Large-scale and drift-free surface reconstruction using online subvolume registration. [PUB] [pc.]
LMI-based 2D-3D registration: From uncalibrated images to Euclidean scene. [PUB]
Matching bags of regions in RGBD images. [PUB]
Non-rigid registration of images with geometric and photometric deformation by using local affine Fourier-moment matching. [PUB] [medi.]
Robust image alignment with multiple feature descriptors and matching-guided neighborhoods. [PUB]
The stitched puppet: A graphical model of 3D human shape and pose. [PUB]

ICCV

An Adaptive Data Representation for Robust Point-Set Registration and Merging. [PUB] [pc.]
Beyond Gauss: Image-Set Matching on the Riemannian Manifold of PDFs. [PUB]
Dense Image Registration and Deformable Surface Reconstruction in Presence of Occlusions and Minimal Texture. [PUB]
Dense Optical Flow Prediction from a Static Image. [PUB]
FlowNet: Learning Optical Flow with Convolutional Networks. [PUB]
Globally Optimal 2D-3D Registration from Points or Lines without Correspondences. [PUB] [pc.]
Learning Parametric Distributions for Image Super-Resolution: Where Patch Matching Meets Sparse Coding. [PUB] [dep.]
Multi-image Matching via Fast Alternating Minimization. [PUB] [oth.]
Multimodal Convolutional Neural Networks for Matching Image and Sentence. [PUB] [dep.]
On Statistical Analysis of Neuroimages with Imperfect Registration. [PUB]
Rendering of Eyes for Eye-Shape Registration and Gaze Estimation. [PUB] [data.]
Robust and Optimal Sum-of-Squares-Based Point-to-Plane Registration of Image Sets and Structured Scenes. [PUB]
Robust Nonrigid Registration by Convex Optimization. [PUB]

AAAI

Multi-View Point Registration via Alternating Optimization. [PUB]

IJCAI

Groupwise Registration of Aerial Images. [PUB] [rs.]

TPAMI

Automatic Analysis of Facial Affect: A Survey of Registration, Representation, and Recognition. [PUB] [data.]
Non-Rigid Graph Registration Using Active Testing Search. [PUB]
Why Does Mutual-Information Work for Image Registration? A Deterministic Explanation. [PUB]

IJCV

A 3D Scene Registration Method via Covariance Descriptors and an Evolutionary Stable Strategy Game Theory Solver - Fusing Photometric and Shape-Based Features. [PUB]
An Elastic Deformation Field Model for Object Detection and Tracking. [PUB] [oth.]
Shape Description and Matching Using Integral Invariants on Eccentricity Transformed Images. [PUB]
Towards 3D Face Recognition in the Real: A Registration-Free Approach Using Fine-Grained Matching of 3D Keypoint Descriptors. [PUB]

TMI

1D-3D Registration for Intra-Operative Nuclear Imaging in Radio-Guided Surgery. [PUB]
Automatic Deformable MR-Ultrasound Registration for Image-Guided Neurosurgery. [PUB]
Biomechanically Constrained Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. [PUB]
Fluorescence Lifetime Imaging and Intravascular Ultrasound: Co-Registration Study Using Ex Vivo Human Coronaries. [PUB] [medi.]
Low-Dimensional Non-Rigid Image Registration Using Statistical Deformation Models From Semi-Supervised Training Data. [PUB]
Simultaneous Registration of Location and Orientation in Intravascular Ultrasound Pullbacks Pairs Via 3D Graph-Based Optimization. [PUB] [medi.]
Statistical Biomechanical Surface Registration: Application to MR-TRUS Fusion for Prostate Interventions. [PUB]
Three-Dimensional Nonrigid MR-TRUS Registration Using Dual Optimization. [PUB] [medi.]
Validation of a Nonrigid Registration Error Detection Algorithm Using Clinical MRI Brain Data. [PUB] [medi.]

MIA

A Markov random field approach to group-wise registration/mosaicing with application to ultrasound. [PUB] [medi.]
Construction of 4D high-definition cortical surface atlases of infants: Methods and applications. [PUB]
Elastic registration of prostate MR images based on estimation of deformation states. [PUB]
Fast and robust 3D ultrasound registration - Block and game theoretic matching. [PUB] [medi.]
Fully automated 2D-3D registration and verification. [PUB] [pc.]
Interventional digital tomosynthesis from a standard fluoroscopy system using 2D-3D registration. [PUB]
Landmark constrained genus-one surface Teichmüller map applied to surface registration in medical imaging. [PUB]
Multiscale properties of weighted total variation flow with applications to denoising and registration. [PUB]
Non-rigid multi-frame registration of cell nuclei in live cell fluorescence microscopy image data. [PUB] [medi.]
Patient-specific biomechanical model as whole-body CT image registration tool. [PUB] [medi.]
Population-based prediction of subject-specific prostate deformation for MR-to-ultrasound image registration. [PUB] [medi.]
Predict brain MR image registration via sparse learning of appearance and transformation. [PUB]
Probabilistic non-linear registration with spatially adaptive regularisation. [PUB]
Quantification of local changes in myocardial motion by diffeomorphic registration via currents: Application to paced hypertrophic obstructive cardiomyopathy in 2D echocardiographic sequences. [PUB]
Robust inverse-consistent affine CT-MR registration in MRI-assisted and MRI-alone prostate radiation therapy. [PUB] [medi.]
Skuller: A volumetric shape registration algorithm for modeling skull deformities. [PUB] [medi.]

MICCAI

A 2D-3D Registration Framework for Freehand TRUS-Guided Prostate Biopsy. [PUB]
A Registration Approach to Endoscopic Laser Speckle Contrast Imaging for Intrauterine Visualisation of Placental Vessels. [PUB] [medi.]
A Robust Outlier Elimination Approach for Multimodal Retina Image Registration. [PUB] [medi.]
A Stochastic Quasi-Newton Method for Non-Rigid Image Registration. [PUB] [medi.]
Combining Transversal and Longitudinal Registration in IVUS Studies. [PUB] [medi.]
Crossing-Lines Registration for Direct Electromagnetic Navigation. [PUB] [medi.]
Dictionary Learning Based Image Descriptor for Myocardial Registration of CP-BOLD MR. [PUB] [medi.]
Estimating Patient Specific Templates for Pre-operative and Follow-Up Brain Tumor Registration. [PUB] [medi.]
Flexible Reconstruction and Correction of Unpredictable Motion from Stacks of 2D Images. [PUB] [medi.]
Image Based Surgical Instrument Pose Estimation with Multi-class Labelling and Optical Flow. [PUB]
Locally Orderless Registration for Diffusion Weighted Images. [PUB] [medi.]
Mid-Space-Independent Symmetric Data Term for Pairwise Deformable Image Registration. [PUB] [medi.]
Motion Compensated Abdominal Diffusion Weighted MRI by Simultaneous Image Registration and Model Estimation (SIR-ME). [PUB] [medi.]
Registration of Color and OCT Fundus Images Using Low-dimensional Step Pattern Analysis. [PUB] [medi.]
Robust PET Motion Correction Using Non-local Spatio-temporal Priors. [PUB] [medi.]
Scale Factor Point Spread Function Matching: Beyond Aliasing in Image Resampling. [PUB]
Simultaneous Denoising and Registration for Accurate Cardiac Diffusion Tensor Reconstruction from MRI. [PUB] [medi.]
Space-Frequency Detail-Preserving Construction of Neonatal Brain Atlases. [PUB] [medi.]
Structured Decision Forests for Multi-modal Ultrasound Image Registration. [PUB] [medi.]
Topography-Based Registration of Developing Cortical Surfaces in Infants Using Multidirectional Varifold Representation. [PUB]
Which Metrics Should Be Used in Non-linear Registration Evaluation?. [PUB] [medi.]

IPMI

Construction of An Unbiased Spatio-Temporal Atlas of the Tongue During Speech. [PUB] [medi.]
Finite-Dimensional Lie Algebras for Fast Diffeomorphic Image Registration. [PUB] [medi.]
Joint Segmentation and Registration Through the Duality of Congealing and Maximum Likelihood Estimate. [PUB] [medi.]
Segmenting the Brain Surface from CT Images with Artifacts Using Dictionary Learning for Non-rigid MR-CT Registration. [PUB]
Self-Aligning Manifolds for Matching Disparate Medical Image Datasets. [PUB] [medi.]
Simultaneous Longitudinal Registration with Group-Wise Similarity Prior. [PUB]

MM

SkyStitch: A Cooperative Multi-UAV-based Real-time Video Surveillance System with Stitching. [PUB]

2014

CVPR

Deformable Registration of Feature-Endowed Point Sets Based on Tensor Fields. [PUB]
Discriminative Feature-to-Point Matching in Image-Based Localization. [PUB] [pc.]
Evaluation of Scan-Line Optimization for 3D Medical Image Registration. [PUB]
Fast and Accurate Image Matching with Cascade Hashing for 3D Reconstruction. [PUB]
Fast Edge-Preserving PatchMatch for Large Displacement Optical Flow. [PUB] [oth.]
FAUST: Dataset and Evaluation for 3D Mesh Registration. [PUB]
Parallax-Tolerant Image Stitching. [PUB] [oth.]
Shape-Preserving Half-Projective Warps for Image Stitching. [PUB]
SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization. [PUB] [oth.]
Surface Registration by Optimization in Constrained Diffeomorphism Space. [PUB] [pc.]
Using a Deformation Field Model for Localizing Faces and Facial Points under Weak Supervision. [PUB] [oth.]

ECCV

A Generative Model for the Joint Registration of Multiple Point Sets. [PUB] [pc.]
Highly Overparameterized Optical Flow Using PatchMatch Belief Propagation. [PUB] [oth.]
Learning Brightness Transfer Functions for the Joint Recovery of Illumination Changes and Optical Flow. [PUB] [oth.]
Local Estimation of High Velocity Optical Flow with Correlation Image Sensor. [PUB] [oth.]
Metric-Based Pairwise and Multiple Image Registration. [PUB]
Multi-modal and Multi-spectral Registration for Natural Images. [PUB] [nat.]
Non-local Total Generalized Variation for Optical Flow Estimation. [PUB] [oth.]
Nonrigid Surface Registration and Completion from RGBD Images. [PUB] [pc.]
Optical Flow Estimation with Channel Constancy. [PUB] [oth.]
Spatiotemporal Background Subtraction Using Minimum Spanning Tree and Optical Flow. [PUB] [oth.]
Surface Matching and Registration by Landmark Curve-Driven Canonical Quasiconformal Mapping. [PUB]
Tractable and Reliable Registration of 2D Point Sets. [PUB] [pc.]
Video Registration to SfM Models. [PUB]

TPAMI

A Markov Random Field Groupwise Registration Framework for Face Recognition. [PUB] [medi.]
A Unified Approach for Registration and Depth in Depth from Defocus. [PUB]
As-Projective-As-Possible Image Stitching with Moving DLT. [PUB] [oth.]
Image Geo-Localization Based on MultipleNearest Neighbor Feature Matching UsingGeneralized Graphs. [PUB]

IJCV

A Quantitative Analysis of Current Practices in Optical Flow Estimation and the Principles Behind Them. [PUB]
Demisting the Hough Transform for 3D Shape Recognition and Registration. [PUB]
Hough Pyramid Matching: Speeded-Up Geometry Re-ranking for Large Scale Image Retrieval. [PUB]
Spectral Log-Demons: Diffeomorphic Image Registration with Very Large Deformations. [PUB]
Spline-Based Hybrid Image Registration using Landmark and Intensity Information based on Matrix-Valued Non-radial Basis Functions. [PUB]

TMI

A Discriminative Structural Similarity Measure and its Application to Video-Volume Registration for Endoscope Three-Dimensional Motion Tracking. [PUB] [medi.]
A Mathematical Framework for the Registration and Analysis of Multi-Fascicle Models for Population Studies of the Brain Microstructure. [PUB] [medi.]
A Mechanics-Based Nonrigid Registration Method for Liver Surgery Using Sparse Intraoperative Data. [PUB] [medi.]
A New Fast Accurate Nonlinear Medical Image Registration Program Including Surface Preserving Regularization. [PUB]
A Nonlinear Biomechanical Model Based Registration Method for Aligning Prone and Supine MR Breast Images. [PUB] [medi.]
A Unified Approach to Diffusion Direction Sensitive Slice Registration and 3-D DTI Reconstruction From Moving Fetal Brain Anatomy. [PUB]
Accurate High-Resolution Measurements of 3-D Tissue Dynamics With Registration-Enhanced Displacement Encoded MRI. [PUB]
Application of Tolerance Limits to the Characterization of Image Registration Performance. [PUB] [medi.]
Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights. [PUB] [medi.]
Elastic Shape Analysis of Cylindrical Surfaces for 3D/2D Registration in Endometrial Tissue Characterization. [PUB] [medi.]
Fast Local Trust Region Technique for Diffusion Tensor Registration Using Exact Reorientation and Regularization. [PUB]
Fundus Image Mosaicking for Information Augmentation in Computer-Assisted Slit-Lamp Imaging. [PUB]
Local Metric Learning in 2D/3D Deformable Registration With Application in the Abdomen. [PUB] [medi.]
Local Phase Tensor Features for 3-D Ultrasound to Statistical Shape+Pose Spine Model Registration. [PUB] [medi.]
Lung Segmentation in Chest Radiographs Using Anatomical Atlases With Nonrigid Registration. [PUB] [medi.]
Maximum Likelihood Doppler Frequency Estimation Under Decorrelation Noise for Quantifying Flow in Optical Coherence Tomography. [PUB] [medi.]
Multimodal Registration and Data Fusion for Cardiac Resynchronization Therapy Optimization. [PUB] [medi.]
Nonrigid Registration of Ultrasound and MRI Using Contextual Conditioned Mutual Information. [PUB]
Nonrigid Registration of Volumetric Images Using Ranked Order Statistics. [PUB] [medi.]
Oriented Gaussian Mixture Models for Nonrigid 2D/3D Coronary Artery Registration. [PUB]
PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration. [PUB] [medi.]
Registration of Whole-Mount Histology and Volumetric Imaging of the Prostate Using Particle Filtering. [PUB]
Retrospective Rigid Motion Correction in k-Space for Segmented Radial MRI. [PUB] [medi.]
Surface-Constrained Nonrigid Registration for Dose Monitoring in Prostate Cancer Radiotherapy. [PUB] [medi.]
Unsupervised Segmentation, Clustering, and Groupwise Registration of Heterogeneous Populations of Brain MR Images. [PUB] [medi.]

MIA

An implicit sliding-motion preserving regularisation via bilateral filtering for deformable image registration. [PUB]
Automatic ultrasound-MRI registration for neurosurgery using the 2D and 3D LC2 Metric. [PUB] [medi.]
Concurrent tumor segmentation and registration with uncertainty-based sparse non-uniform graphs. [PUB] [medi.]
Cortical surface shift estimation using stereovision and optical flow motion tracking via projection image registration. [PUB] [oth.]
DIRBoost-An algorithm for boosting deformable image registration: Application to lung CT intra-subject registration. [PUB] [medi.]
High-resolution dynamic MR imaging of the thorax for respiratory motion correction of PET using groupwise manifold alignment. [PUB] [medi.]
Landmark matching based retinal image alignment by enforcing sparsity in correspondence matrix. [PUB] [medi.]
Large deformation diffeomorphic registration of diffusion-weighted imaging data. [PUB]
MRI to X-ray mammography intensity-based registration with simultaneous optimisation of pose and biomechanical transformation parameters. [PUB]
Multi-modal registration for correlative microscopy using image analogies. [PUB] [medi.]
Organ-focused mutual information for nonrigid multimodal registration of liver CT and Gd-EOB-DTPA-enhanced MRI. [PUB]
Pose-independent surface matching for intra-operative soft-tissue marker-less registration. [PUB] [medi.]
Respiratory motion correction in dynamic MRI using robust data decomposition registration - Application to DCE-MRI. [PUB] [medi.]
Self-similarity weighted mutual information: A new nonrigid image registration metric. [PUB] [medi.]
Statistical atlas construction via weighted functional boxplots. [PUB] [medi.]
Tumor sensitive matching flow: A variational method to detecting and segmenting perihepatic and perisplenic ovarian cancer metastases on contrast-enhanced abdominal CT. [PUB]

MICCAI

2D/3D Registration of TEE Probe from Two Non-orthogonal C-Arm Directions. [PUB]
Bayesian Principal Geodesic Analysis in Diffeomorphic Image Registration. [PUB] [medi.]
Combining Generative Models for Multifocal Glioma Segmentation and Registration. [PUB] [medi.]
Construction of a Coronary Artery Atlas from CT Angiography. [PUB] [medi.]
Construction of a Deformable Spatiotemporal MRI Atlas of the Fetal Brain: Evaluation of Similarity Metrics and Deformation Models. [PUB] [medi.]
Detection and Registration of Ribs in MRI Using Geometric and Appearance Models. [PUB] [medi.]
DR-BUDDI: Diffeomorphic Registration for Blip Up-Down Diffusion Imaging. [PUB] [medi.]
Erratum: Iterative Most Likely Oriented Point Registration. [PUB] [medi.]
Free-Form Deformation Using Lower-Order B-spline for Nonrigid Image Registration. [PUB] [medi.]
Gaussian Process Interpolation for Uncertainty Estimation in Image Registration. [PUB] [medi.]
Genus-One Surface Registration via Teichmüller Extremal Mapping. [PUB]
Geometric-Feature-Based Spectral Graph Matching in Pharyngeal Surface Registration. [PUB]
Hough Space Parametrization: Ensuring Global Consistency in Intensity-Based Registration. [PUB] [medi.]
Iterative Most Likely Oriented Point Registration. [PUB] [medi.]
Joint Parametric Reconstruction and Motion Correction Framework for Dynamic PET Data. [PUB] [medi.]
Label Inference with Registration and Patch Priors. [PUB] [medi.]
Motion Artefact Correction in Retinal Optical Coherence Tomography Using Local Symmetry. [PUB] [medi.]
Multispectral Image Registration Based on Local Canonical Correlation Analysis. [PUB]
Reduced-Dose Patient to Baseline CT Rigid Registration in 3D Radon Space. [PUB] [medi.]
Robust Anatomical Landmark Detection for MR Brain Image Registration. [PUB]
Robust Registration of Longitudinal Spine CT. [PUB] [medi.]
Sparse Bayesian Registration. [PUB] [medi.]
Spatially Varying Registration Using Gaussian Processes. [PUB] [medi.]
Spatially-Varying Metric Learning for Diffeomorphic Image Registration: A Variational Framework. [PUB] [medi.]
Speckle Reduction in Optical Coherence Tomography by Image Registration and Matrix Completion. [PUB] [medi.]
Topology Preservation and Anatomical Feasibility in Random Walker Image Registration. [PUB] [medi.]

JBHI

A Spatiotemporal-Based Scheme for Efficient Registration-Based Segmentation of Thoracic 4-D MRI. [PUB]
Efficient Acceleration of Mutual Information Computation for Nonrigid Registration Using CUDA. [PUB]
Red Blood Cell Tracking Using Optical Flow Methods. [PUB]

MM

Efficient Cross-Domain Image Retrieval by Multi-Level Matching and Spatial Verification for Structural Similarity. [PUB] [nat.]
Real-Time HDR Panorama Video. [PUB] [oth.]

WWW

XXXtortion?: inferring registration intent in the .XXX TLD. [PUB] [data.]

2013

CVPR

A Linear Approach to Matching Cuboids in RGBD Images. [PUB] [pc.]
A Thousand Frames in Just a Few Words: Lingual Description of Videos through Latent Topics and Sparse Object Stitching. [PUB] [oth.]
Accurate and Robust Registration of Nonrigid Surface Using Hierarchical Statistical Shape Model. [PUB] [medi.]
Correspondence-Less Non-rigid Registration of Triangular Surface Meshes. [PUB]
Groupwise Registration via Graph Shrinkage on the Image Manifold. [PUB] [data.]
Hyperbolic Harmonic Mapping for Constrained Brain Surface Registration. [PUB]
Joint Spectral Correspondence for Disparate Image Matching. [PUB]
Large Displacement Optical Flow from Nearest Neighbor Fields. [PUB]
Learning Class-to-Image Distance with Object Matchings. [PUB]
Optical Flow Estimation Using Laplacian Mesh Energy. [PUB]
Robust Estimation of Nonrigid Transformation for Point Set Registration. [PUB] [pc.]

ICCV

A General Dense Image Matching Framework Combining Direct and Feature-Based Costs. [PUB]
A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach. [PUB] [pc.]
A Global Linear Method for Camera Pose Registration. [PUB]
A Novel Earth Mover's Distance Methodology for Image Matching with Gaussian Mixture Models. [PUB]
A Unified Rolling Shutter and Motion Blur Model for 3D Visual Registration. [PUB] [pc.]
Automatic Registration of RGB-D Scans via Salient Directions. [PUB]
Coherent Motion Segmentation in Moving Camera Videos Using Optical Flow Orientations. [PUB] [oth.]
DCSH - Matching Patches in RGBD Images. [PUB] [nat.]
DeepFlow: Large Displacement Optical Flow with Deep Matching. [PUB]
Geometric Registration Based on Distortion Estimation. [PUB] [pc.]
Go-ICP: Solving 3D Registration Efficiently and Globally Optimally. [PUB] [pc.]
Multiple Non-rigid Surface Detection and Registration. [PUB]
Optical Flow via Locally Adaptive Fusion of Complementary Data Costs. [PUB]
To Aggregate or Not to aggregate: Selective Match Kernels for Image Search. [PUB]
Uncertainty-Driven Efficiently-Sampled Sparse Graphical Models for Concurrent Tumor Segmentation and Atlas Registration. [PUB] [medi.]

IJCAI

Accelerated Robust Point Cloud Registration in Natural Environments through Positive and Unlabeled Learning. [PUB] [pc.]

TPAMI

Groupwise Elastic Registration by a New Sparsity-Promoting Metric: Application to the Alignment of Cardiac Magnetic Resonance Perfusion Images. [PUB] [medi.]
Iterative Closest Normal Point for 3D Face Recognition. [PUB] [data.]
Learning a Confidence Measure for Optical Flow. [PUB]
Locally Orderless Registration. [PUB]
Multiview Face Detection and Registration Requiring Minimal Manual Intervention. [PUB] [medi.]
Range Image Registration Using a Photometric Metric under Unknown Lighting. [PUB] [pc.]
Robust Simultaneous Registration and Segmentation with Sparse Error Reconstruction. [PUB]
Shape Representation and Registration in Vector Implicit Spaces: Adopting a Closed-Form Solution in the Optimization Process. [PUB]
Simultaneous Registration of Multiple Images: Similarity Metrics and Efficient Optimization. [PUB] [medi.]
Spectral 6DOF Registration of Noisy 3D Range Data with Partial Overlap. [PUB] [data.]

IJCV

A Theory of Minimal 3D Point to 3D Plane Registration and Its Generalization. [PUB]
A Variational Approach to Video Registration with Subspace Constraints. [PUB]
Adaptive Non-rigid Registration and Structure from Motion from Image Trajectories. [PUB]
Fully Automatic Registration of Image Sets on Approximate Geometry. [PUB]
Geodesics, Parallel Transport & One-Parameter Subgroups for Diffeomorphic Image Registration. [PUB]
Online Detection of Repeated Structures in Point Clouds of Urban Scenes for Compression and Registration. [PUB] [pc.]

TMI

3D-2D Registration of Cerebral Angiograms: A Method and Evaluation on Clinical Images. [PUB] [medi.]
A Fast and Accurate Feature-Matching Algorithm for Minimally-Invasive Endoscopic Images. [PUB]
A Locally Adaptive Regularization Based on Anisotropic Diffusion for Deformable Image Registration of Sliding Organs. [PUB]
A Piecewise Monotone Subgradient Algorithm for Accurate L1-TV Based Registration of Physical Slices With Discontinuities in Microscopy. [PUB]
A Probabilistic Patch-Based Label Fusion Model for Multi-Atlas Segmentation With Registration Refinement: Application to Cardiac MR Images. [PUB] [medi.]
Deformable Medical Image Registration: A Survey. [PUB]
Elastic Image Registration Versus Speckle Tracking for 2-D Myocardial Motion Estimation: A Direct Comparison In Vivo. [PUB] [medi.]
Ensemble Learning Incorporating Uncertain Registration. [PUB]
Evaluation of a System for High-Accuracy 3D Image-Based Registration of Endoscopic Video to C-Arm Cone-Beam CT for Image-Guided Skull Base Surgery. [PUB] [medi.]
Hybrid Feature-Based Diffeomorphic Registration for Tumor Tracking in 2-D Liver Ultrasound Images. [PUB]
Image-based Co-Registration of Angiography and Intravascular Ultrasound Images. [PUB]
Increasing the Automation of a 2D-3D Registration System. [PUB]
Interactive CT-Video Registration for the Continuous Guidance of Bronchoscopy. [PUB]
Intra-Operative 2-D Ultrasound and Dynamic 3-D Aortic Model Registration for Magnetic Navigation of Transcatheter Aortic Valve Implantation. [PUB]
List-Mode PET Motion Correction Using Markerless Head Tracking: Proof-of-Concept With Scans of Human Subject. [PUB] [medi.]
Longitudinal Image Registration With Temporally-Dependent Image Similarity Measure. [PUB] [medi.]
Model-Based Registration of Ex Vivo and In Vivo MRI of the Prostate Using Elastography. [PUB] [medi.]
MRF-Based Deformable Registration and Ventilation Estimation of Lung CT. [PUB] [medi.]
Multiple Atlas Construction From A Heterogeneous Brain MR Image Collection. [PUB]
Registration of 3D+t Coronary CTA and Monoplane 2D+t X-Ray Angiography. [PUB] [medi.]
Registration-Based Reconstruction of Four-Dimensional Cone Beam Computed Tomography. [PUB]
Structure Propagation for Image Registration. [PUB] [medi.]
Uncertainty Driven Probabilistic Voxel Selection for Image Registration. [PUB]

MIA

A method of 2D/3D registration of a statistical mouse atlas with a planar X-ray projection and an optical photo. [PUB] [pc.]
Automatic carotid artery distensibility measurements from CTA using nonrigid registration. [PUB]
Automatic multimodal 2D/3D breast image registration using biomechanical FEM models and intensity-based optimization. [PUB] [medi.]
Bayesian characterization of uncertainty in intra-subject non-rigid registration. [PUB] [medi.]
Endoluminal surface registration for CT colonography using haustral fold matching. [PUB]
Evaluation of a Kalman-based block matching method to assess the bi-dimensional motion of the carotid artery wall in B-mode ultrasound sequences. [PUB] [medi.]
Joint CT/CBCT deformable registration and CBCT enhancement for cancer radiotherapy. [PUB] [medi.]
Left ventricle segmentation in MRI via convex relaxed distribution matching. [PUB] [medi.]
Multiview diffeomorphic registration: Application to motion and strain estimation from 3D echocardiography. [PUB]
Piecewise-diffeomorphic image registration: Application to the motion estimation between 3D CT lung images with sliding conditions. [PUB] [medi.]
Registration of 3D fetal neurosonography and MRI. [PUB] [medi.]
Statistical coronary motion models for 2D + t/3D registration of X-ray coronary angiography and CTA. [PUB] [pc.]
The impact of registration accuracy on imaging validation study design: A novel statistical power calculation. [PUB]

MICCAI

A Bayesian Approach for Spatially Adaptive Regularisation in Non-rigid Registration. [PUB] [medi.]
A Generalised Spatio-Temporal Registration Framework for Dynamic PET Data: Application to Neuroreceptor Imaging. [PUB] [medi.]
A Generative Model for OCT Retinal Layer Segmentation by Integrating Graph-Based Multi-surface Searching and Image Registration. [PUB] [medi.]
A Symmetric 4D Registration Algorithm for Respiratory Motion Modeling. [PUB] [medi.]
A Variational Formulation for Discrete Registration. [PUB] [medi.]
A Viterbi Approach to Topology Inference for Large Scale Endomicroscopy Video Mosaicing. [PUB] [medi.]
Atlas Construction for Dynamic (4D) PET Using Diffeomorphic Transformations. [PUB] [medi.]
Automatic Detection of Blue-White Veil by Discrete Colour Matching in Dermoscopy Images. [PUB] [medi.]
Biomechanically Driven Registration of Pre- to Intra-Operative 3D Images for Laparoscopic Surgery. [PUB] [medi.]
Complex Lung Motion Estimation via Adaptive Bilateral Filtering of the Deformation Field. [PUB]
Configurable Automatic Detection and Registration of Fiducial Frames for Device-to-Image Registration in MRI-Guided Prostate Interventions. [PUB] [medi.]
Efficient Convex Optimization Approach to 3D Non-rigid MR-TRUS Registration. [PUB] [medi.]
FLOOR: Fusing Locally Optimal Registrations. [PUB] [medi.]
Global Registration of Ultrasound to MRI Using the LC2 Metric for Enabling Neurosurgical Guidance. [PUB] [medi.]
Improving 2D-3D Registration Optimization Using Learned Prostate Motion Data. [PUB]
Inter-operative Trajectory Registration for Endoluminal Video Synchronization: Application to Biopsy Site Re-localization. [PUB] [medi.]
Iterative Closest Curve: A Framework for Curvilinear Structure Registration Application to 2D/3D Coronary Arteries Registration. [PUB] [medi.]
Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images with Explicit Orientation Optimization. [PUB]
Learning Nonrigid Deformations for Constrained Multi-modal Image Registration. [PUB] [medi.]
Left-Invariant Metrics for Diffeomorphic Image Registration with Spatially-Varying Regularisation. [PUB] [medi.]
Multi-atlas Segmentation without Registration: A Supervoxel-Based Approach. [PUB]
Non-rigid 2D-3D Medical Image Registration Using Markov Random Fields. [PUB] [medi.]
Non-Rigid 2D-3D Registration Using Anisotropic Error Ellipsoids to Account for Projection Uncertainties during Aortic Surgery. [PUB]
Particle-Guided Image Registration. [PUB]
Quantitative Airway Analysis in Longitudinal Studies Using Groupwise Registration and 4D Optimal Surfaces. [PUB] [medi.]
Random Walks with Efficient Search and Contextually Adapted Image Similarity for Deformable Registration. [PUB] [medi.]
Registration of a Validated Mechanical Atlas of Middle Ear for Surgical Simulation. [PUB] [medi.]
Registration of Free-Breathing 3D+t Abdominal Perfusion CT Images via Co-segmentation. [PUB] [medi.]
Respiratory Motion Correction in Dynamic-MRI: Application to Small Bowel Motility Quantification during Free Breathing. [PUB] [medi.]
Sparse Scale-Space Decomposition of Volume Changes in Deformations Fields. [PUB] [medi.]
Statistical Shape Model to 3D Ultrasound Registration for Spine Interventions Using Enhanced Local Phase Features. [PUB] [medi.]
System and Method for 3-D/3-D Registration between Non-contrast-enhanced CBCT and Contrast-Enhanced CT for Abdominal Aortic Aneurysm Stenting. [PUB] [medi.]
Unsupervised Deep Feature Learning for Deformable Registration of MR Brain Images. [PUB]
Weighted Functional Boxplot with Application to Statistical Atlas Construction. [PUB] [medi.]

IPMI

Bayesian Estimation of Regularization and Atlas Building in Diffeomorphic Image Registration. [PUB] [medi.]
Edge- and Detail-Preserving Sparse Image Representations for Deformable Registration of Chest MRI and CT Volumes. [PUB] [medi.]
Hyperbolic Harmonic Brain Surface Registration with Curvature-Based Landmark Matching. [PUB]
Joint Co-segmentation and Registration of 3D Ultrasound Images. [PUB] [medi.]
Joint Learning of Appearance and Transformation for Predicting Brain MR Image Registration. [PUB] [medi.]
Multimodal Surface Matching: Fast and Generalisable Cortical Registration Using Discrete Optimisation. [PUB] [medi.]

MM

Sim-min-hash: an efficient matching technique for linking large image collections. [PUB]

2012

CVPR

A contextual maximum likelihood framework for modeling image registration. [PUB]
A learning based deformable template matching method for automatic rib centerline extraction and labeling in CT images. [PUB] [medi.]
From label fusion to correspondence fusion: A new approach to unbiased groupwise registration. [PUB] [medi.]
Hierarchical matching with side information for image classification. [PUB]
Image matching using local symmetry features. [PUB]
Layered segmentation and optical flow estimation over time. [PUB]
Multi view registration for novelty/background separation. [PUB]
Optical flow in the presence of spatially-varying motion blur. [PUB] [oth.]
Robust non-rigid registration of 2D and 3D graphs. [PUB] [medi.]
Robust nonrigid ICP using outlier-sparsity regularization. [PUB]
Structure and motion from scene registration. [PUB]

ECCV

A Naturalistic Open Source Movie for Optical Flow Evaluation. [PUB] [oth.]
A Novel Material-Aware Feature Descriptor for Volumetric Image Registration in Diffusion Tensor Space. [PUB]
Efficient Nonlocal Regularization for Optical Flow. [PUB] [oth.]
Global Optimization of Object Pose and Motion from a Single Rolling Shutter Image with Automatic 2D-3D Matching. [PUB] [pc.]
In Defence of RANSAC for Outlier Rejection in Deformable Registration. [PUB]
Match Graph Construction for Large Image Databases. [PUB]
MatchMiner: Efficient Spanning Structure Mining in Large Image Collections. [PUB]
Morphable Displacement Field Based Image Matching for Face Recognition across Pose. [PUB] [oth.]
Non-rigid Shape Registration: A Single Linear Least Squares Framework. [PUB]
Scale Invariant Optical Flow. [PUB] [oth.]
Spectral Demons - Image Registration via Global Spectral Correspondence. [PUB]
Stixels Motion Estimation without Optical Flow Computation. [PUB] [oth.]

TPAMI

Convergent Iterative Closest-Point Algorithm to Accomodate Anisotropic and Inhomogenous Localization Error. [PUB]
Image Restoration by Matching Gradient Distributions. [PUB] [nat.]
Motion Detail Preserving Optical Flow Estimation. [PUB] [oth.]
Multidimensional Scaling for Matching Low-Resolution Face Images. [PUB] [dep.]
Nonlinear Shape Registration without Correspondences. [PUB]
Unsupervised Image Matching Based on Manifold Alignment. [PUB] [oth.]

IJCV

Diffeomorphic 3D Image Registration via Geodesic Shooting Using an Efficient Adjoint Calculation. [PUB]
Physical Scale Keypoints: Matching and Registration for Combined Intensity/Range Images. [PUB] [pc.]
Sparse Occlusion Detection with Optical Flow. [PUB] [oth.]

TMI

A Comprehensive Cardiac Motion Estimation Framework Using Both Untagged and 3-D Tagged MR Images Based on Nonrigid Registration. [PUB]
Automated Brain Structure Segmentation Based on Atlas Registration and Appearance Models. [PUB] [medi.]
Automated Motion Correction for In Vivo Optical Projection Tomography. [PUB] [medi.]
Automatic Construction of Parts+Geometry Models for Initializing Groupwise Registration. [PUB]
Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search. [PUB] [medi.]
Constrained Registration for Motion Compensation in Atrial Fibrillation Ablation Procedures. [PUB] [medi.]
Erratum to "Automatic Renal Cortex Segmentation Using Implicit Shape Registration and Novel Multiple Surfaces Graph Search". [PUB] [medi.]
Estimation of Mouse Organ Locations Through Registration of a Statistical Mouse Atlas With Micro-CT Images. [PUB] [medi.]
Fiducial Optimization for Minimal Target Registration Error in Image-Guided Neurosurgery. [PUB] [medi.]
Fully Automated Attenuation Measurement and Motion Correction in FLIP Image Sequences. [PUB] [medi.]
GLISTR: Glioma Image Segmentation and Registration. [PUB]
Group-Wise Registration of Point Sets for Statistical Shape Models. [PUB]
Image Similarity and Tissue Overlaps as Surrogates for Image Registration Accuracy: Widely Used but Unreliable. [PUB] [medi.]
Intraoperative Image-based Multiview 2D/3D Registration for Image-Guided Orthopaedic Surgery: Incorporation of Fiducial-Based C-Arm Tracking and GPU-Acceleration. [PUB]
Motion Correction in Dual Gated Cardiac PET Using Mass-Preserving Image Registration. [PUB] [medi.]
Multi-Modal Image Registration Based on Gradient Orientations of Minimal Uncertainty. [PUB] [medi.]
Nonrigid 2D/3D Registration of Coronary Artery Models With Live Fluoroscopy for Guidance of Cardiac Interventions. [PUB]
Registration of 3D Ultrasound Through an Air-Tissue Boundary. [PUB] [medi.]
Registration of Images With Varying Topology Using Embedded Maps. [PUB]
RERBEE: Robust Efficient Registration via Bifurcations and Elongated Elements Applied to Retinal Fluorescein Angiogram Sequences. [PUB] [medi.]
Simultaneous Nonrigid Registration, Segmentation, and Tumor Detection in MRI Guided Cervical Cancer Radiation Therapy. [PUB] [medi.]
Tissue Tracking and Registration for Image-Guided Surgery. [PUB] [medi.]
Tracking Pylorus in Ultrasonic Image Sequences With Edge-Based Optical Flow. [PUB]

MIA

A review of 3D/2D registration methods for image-guided interventions. [PUB]
A spline-based non-linear diffeomorphism for multimodal prostate registration. [PUB]
An atlas-based geometry pipeline for cardiac Hermite model construction and diffusion tensor reorientation. [PUB]
Biomechanically constrained groupwise ultrasound to CT registration of the lumbar spine. [PUB] [medi.]
Entropy and Laplacian images: Structural representations for multi-modal registration. [PUB] [medi.]
Estimation of slipping organ motion by registration with direction-dependent regularization. [PUB]
Mass preserving image registration for lung CT. [PUB]
MIND: Modality independent neighbourhood descriptor for multi-modal deformable registration. [PUB] [medi.]
Mitral annulus segmentation from four-dimensional ultrasound using a valve state predictor and constrained optical flow. [PUB]
MR to ultrasound registration for image-guided prostate interventions. [PUB] [medi.]
MRI to X-ray mammography registration using a volume-preserving affine transformation. [PUB]
Multi-modal registration of speckle-tracked freehand 3D ultrasound to CT in the lumbar spine. [PUB] [medi.]
Real-time image-based rigid registration of three-dimensional ultrasound. [PUB]
Reconstruction of fetal brain MRI with intensity matching and complete outlier removal. [PUB] [medi.]
Registration of 3D trans-esophageal echocardiography to X-ray fluoroscopy using image-based probe tracking. [PUB]
Segmentation and quantification of the aortic arch using joint 3D model-based segmentation and elastic image registration. [PUB]
Supervised quality assessment of medical image registration: Application to intra-patient CT lung registration. [PUB] [medi.]
Ultrasound-fluoroscopy registration for prostate brachytherapy dosimetry. [PUB]

MICCAI

3D Ultrasound-CT Registration in Orthopaedic Trauma Using GMM Registration with Optimized Particle Simulation-Based Data Reduction. [PUB] [medi.]
A Novel Approach for Global Lung Registration Using 3D Markov-Gibbs Appearance Model. [PUB] [medi.]
An Efficient and Robust Algorithm for Parallel Groupwise Registration of Bone Surfaces. [PUB] [medi.]
Analytic Regularization of Uniform Cubic B-spline Deformation Fields. [PUB]
Atlas Construction via Dictionary Learning and Group Sparsity. [PUB] [medi.]
Automated Diffeomorphic Registration of Anatomical Structures with Rigid Parts: Application to Dynamic Cervical MRI. [PUB] [medi.]
Automated Skeleton Based Multi-modal Deformable Registration of Head&Neck Datasets. [PUB] [medi.]
Direct 3D Ultrasound to Video Registration Using Photoacoustic Effect. [PUB] [medi.]
Estimation and Reduction of Target Registration Error. [PUB] [medi.]
Fast Diffusion Tensor Registration with Exact Reorientation and Regularization. [PUB] [medi.]
Globally Optimal Deformable Registration on a Minimum Spanning Tree Using Dense Displacement Sampling. [PUB] [medi.]
Groupwise Rigid Registration of Wrist Bones. [PUB] [medi.]
Hierarchical Attribute-Guided Symmetric Diffeomorphic Registration for MR Brain Images. [PUB] [medi.]
Initialising Groupwise Non-rigid Registration Using Multiple Parts+Geometry Models. [PUB] [medi.]
Joint T1 and Brain Fiber Log-Demons Registration Using Currents to Model Geometry. [PUB] [medi.]
Joint Tumor Segmentation and Dense Deformable Registration of Brain MR Images. [PUB] [medi.]
Large Deformation Diffeomorphic Registration of Diffusion-Weighted Images. [PUB]
Longitudinal Image Registration with Non-uniform Appearance Change. [PUB] [medi.]
Lung Registration with Improved Fissure Alignment by Integration of Pulmonary Lobe Segmentation. [PUB] [medi.]
Regional Manifold Learning for Deformable Registration of Brain MR Images. [PUB]
Registration Accuracy: How Good Is Good Enough? A Statistical Power Calculation Incorporating Image Registration Uncertainty. [PUB] [medi.]
Registration and Analysis of White Matter Group Differences with a Multi-fiber Model. [PUB]
Registration of 3D Fetal Brain US and MRI. [PUB] [medi.]
Registration of Brainstem Surfaces in Adolescent Idiopathic Scoliosis Using Discrete Ricci Flow. [PUB] [medi.]
Registration Using Sparse Free-Form Deformations. [PUB] [medi.]
Robust Motion Correction in the Frequency Domain of Cardiac MR Stress Perfusion Sequences. [PUB] [medi.]
Selection of Optimal Hyper-Parameters for Estimation of Uncertainty in MRI-TRUS Registration of the Prostate. [PUB] [medi.]
Simultaneous Multiscale Polyaffine Registration by Incorporating Deformation Statistics. [PUB] [medi.]
Topology Preserving Atlas Construction from Shape Data without Correspondence Using Sparse Parameters. [PUB] [medi.]
Unbiased Groupwise Registration of White Matter Tractography. [PUB] [medi.]

MM

A study on making camera trajectory from panorama watching manipulation. [PUB] [oth.]
Automatic music video generation: cross matching of music and image. [PUB] [data.]
Cross matching of music and image. [PUB] [data.]
Scenario-driven interactive panorama video delivery: promptly watch and share enjoyable parts of an event. [PUB] [oth.]

AISTATS

Minimax hypothesis testing for curve registration. [PUB]
Wilks' phenomenon and penalized likelihood-ratio test for nonparametric curve registration. [PUB]

2011

CVPR

A polar representation of motion and implications for optical flow. [PUB] [oth.]
Constructing image panoramas using dual-homography warping. [PUB] [oth.]
Efficient groupwise non-rigid registration of textured surfaces. [PUB] [pc.]
Feature- and depth-supported modified total variation optical flow for 3D motion field estimation in real scenes. [PUB] [oth.]
Global temporal registration of multiple non-rigid surface sequences. [PUB]
Graph embedding discriminant analysis on Grassmannian manifolds for improved image set matching. [PUB]
Landmark/image-based deformable registration of gene expression data. [PUB] [medi.]
Matching 2D image lines to 3D models: Two improvements and a new algorithm. [PUB]
Multiview registration via graph diffusion of dual quaternions. [PUB] [pc.]
Occlusion boundary detection and figure/ground assignment from optical flow. [PUB]
Optimal similarity registration of volumetric images. [PUB]
Predicting image matching using affine distortion models. [PUB] [oth.]
Registration for 3D surfaces with large deformations using quasi-conformal curvature flow. [PUB]
Registration of camera captured documents under non-rigid deformation. [PUB]
Robust point set registration using EM-ICP with information-theoretically optimal outlier handling. [PUB] [pc.]
Where's Waldo: Matching people in images of crowds. [PUB] [nat.]

ICCV

A general preconditioning scheme for difference measures in deformable registration. [PUB] [medi.]
A new distance for scale-invariant 3D shape recognition and registration. [PUB] [data.]
Correspondence free registration through a point-to-model distance minimization. [PUB] [pc.]
Fast image-based localization using direct 2D-to-3D matching. [PUB] [pc.]
Fast template matching in non-linear tone-mapped images. [PUB]
Locally rigid globally non-rigid surface registration. [PUB]
Modeling temporal coherence for optical flow. [PUB]
Optical flow estimation using learned sparse model. [PUB]
Robust topological features for deformation invariant image matching. [PUB]

TPAMI

Energy Normalization for Pose-Invariant Face Recognition Based on MRF Model Image Matching. [PUB] [oth.]
Higher-Dimensional Affine Registration and Vision Applications. [PUB] [pc.]
Intensity-Based Image Registration by Nonparametric Local Smoothing. [PUB]
Large Displacement Optical Flow: Descriptor Matching in Variational Motion Estimation. [PUB] [oth.]
Penalizing Closest Point Sharing for Automatic Free Form Shape Registration. [PUB]
Rigid and Articulated Point Registration with Expectation Conditional Maximization. [PUB]
Robust Multiscale Stereo Matching from Fundus Images with Radiometric Differences. [PUB]
Robust Point Set Registration Using Gaussian Mixture Models. [PUB] [pc.]
Video Registration Using Dynamic Textures. [PUB] [oth.]

IJCV

Fast and Accurate 3D Face Recognition - Using Registration to an Intrinsic Coordinate System and Fusion of Multiple Region Classifiers. [PUB]
Feature-Driven Direct Non-Rigid Image Registration. [PUB]
Geometric Latent Dirichlet Allocation on a Matching Graph for Large-scale Image Datasets. [PUB]
iLogDemons: A Demons-Based Registration Algorithm for Tracking Incompressible Elastic Biological Tissues. [PUB]
Model-Based Multiple Rigid Object Detection and Registration in Unstructured Range Data. [PUB]
Orientation-Matching Minimization for Image Denoising and Inpainting. [PUB]

TMI

A Four-Dimensional Registration Algorithm With Application to Joint Correction of Motion and Slice Timing in fMRI. [PUB] [medi.]
A Meta Method for Image Matching. [PUB]
A Nonconservative Lagrangian Framework for Statistical Fluid Registration - SAFIRA. [PUB]
A Nonrigid Registration Framework Using Spatially Encoded Mutual Information and Free-Form Deformations. [PUB] [medi.]
A Supervised Framework for the Registration and Segmentation of White Matter Fiber Tracts. [PUB] [medi.]
Accelerating Image Registration With the Johnson-Lindenstrauss Lemma: Application to Imaging 3-D Neural Ultrastructure With Electron Microscopy. [PUB] [medi.]
Automatic Nonrigid Calibration of Image Registration for Real Time MR-Guided HIFU Ablations of Mobile Organs. [PUB]
Bias Field Inconsistency Correction of Motion-Scattered Multislice MRI for Improved 3D Image Reconstruction. [PUB]
Correction to "Spline-Based Cardiac Motion Tracking Using Velocity-Encoded Magnetic Resonance Imaging". [PUB] [medi.]
Deformable Registration of Glioma Images Using EM Algorithm and Diffusion Reaction Modeling. [PUB]
Diffeomorphic Brain Registration Under Exhaustive Sulcal Constraints. [PUB] [medi.]
Diffeomorphic Image Registration of Diffusion MRI Using Spherical Harmonics. [PUB]
Erratum to "General Approach to First-Order Error Prediction in Rigid Point Registration". [PUB] [medi.]
Evaluation of Registration Methods on Thoracic CT: The EMPIRE10 Challenge. [PUB]
General Approach to First-Order Error Prediction in Rigid Point Registration. [PUB] [medi.]
Motion Correction and Attenuation Correction for Respiratory Gated PET Images. [PUB] [medi.]
Motion-Induced Phase Error Estimation and Correction in 3D Diffusion Tensor Imaging. [PUB] [medi.]
Multichannel Image Registration by Feature-Based Information Fusion. [PUB] [medi.]
Point Set Registration Using Havrda-Charvat-Tsallis Entropy Measures. [PUB]
Simultaneous Multi-scale Registration Using Large Deformation Diffeomorphic Metric Mapping. [PUB] [medi.]
Statistical Modeling of 4D Respiratory Lung Motion Using Diffeomorphic Image Registration. [PUB] [medi.]

MIA

A curvelet-based patient-specific prior for accurate multi-modal brain image rigid registration. [PUB] [medi.]
A non-rigid registration method for serial lower extremity hybrid SPECT/CT imaging. [PUB] [medi.]
Active deformation fields: Dense deformation field estimation for atlas-based segmentation using the active contour framework. [PUB] [oth.]
An integrated approach to segmentation and nonrigid registration for application in image-guided pelvic radiotherapy. [PUB] [medi.]
DRAMMS: Deformable registration via attribute matching and mutual-saliency weighting. [PUB] [medi.]
Geometrical analysis of registration errors in point-based rigid-body registration using invariants. [PUB] [pc.]
Hierarchical adaptive local affine registration for fast and robust respiratory motion estimation. [PUB]
Nonlinear registration of longitudinal images and measurement of change in regions of interest. [PUB] [medi.]
Nonrigid registration of dynamic medical imaging data using nD + t B-splines and a groupwise optimization approach. [PUB] [medi.]
Pseudo ground truth based nonrigid registration of myocardial perfusion MRI. [PUB] [medi.]
Rigid-body point-based registration: The distribution of the target registration error when the fiducial registration errors are given. [PUB] [pc.]
Self-encoded marker for optical prospective head motion correction in MRI. [PUB] [medi.]
Semi-automatic construction of reference standards for evaluation of image registration. [PUB]

MICCAI

1D-3D Registration for Functional Nuclear Imaging. [PUB]
2D Image Registration in CT Images Using Radial Image Descriptors. [PUB] [medi.]
Automated Registration of Whole-Body Follow-Up MicroCT Data of Mice. [PUB] [medi.]
Deformable Registration of Bronchoscopic Video Sequences to CT Volumes with Guaranteed Smooth Output. [PUB] [medi.]
Deformable Registration of High-Resolution and Cine MR Tongue Images. [PUB] [medi.]
Diffusion Tensor Image Registration with Combined Tract and Tensor Features. [PUB] [medi.]
Estimating the 4D Respiratory Lung Motion by Spatiotemporal Registration and Building Super-Resolution Image. [PUB]
Estimation of Delivered Dose in Radiotherapy: The Influence of Registration Uncertainty. [PUB]
Evaluating Volumetric Brain Registration Performance Using Structural Connectivity Information. [PUB] [medi.]
Feasibility and Advantages of Diffusion Weighted Imaging Atlas Construction in Q-Space. [PUB] [medi.]
Geometry-Aware Multiscale Image Registration via OBBTree-Based Polyaffine Log-Demons. [PUB] [medi.]
Image-Based Device Tracking for the Co-registration of Angiography and Intravascular Ultrasound Images. [PUB] [medi.]
Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model. [PUB] [medi.]
Longitudinal Brain MRI Analysis with Uncertain Registration. [PUB] [medi.]
Model-Based Deformable Registration of Preoperative 3D to Intraoperative Low-Resolution 3D and 2D Sequences of MR Images. [PUB] [medi.]
Motion Compensated Magnetic Resonance Reconstruction Using Inverse-Consistent Deformable Registration: Application to Real-Time Cine Imaging. [PUB] [medi.]
Motion Correction and Parameter Estimation in dceMRI Sequences: Application to Colorectal Cancer. [PUB] [medi.]
Multi-feature Statistical Nonrigid Registration Using High-Dimensional Generalized Information Measures. [PUB] [medi.]
Non-local Shape Descriptor: A New Similarity Metric for Deformable Multi-modal Registration. [PUB] [medi.]
Personalized X-Ray Reconstruction of the Proximal Femur via Intensity-Based Non-rigid 2D-3D Registration. [PUB]
Point-to-Volume Registration of Prostate Implants to Ultrasound. [PUB] [medi.]
Preconditioned Stochastic Gradient Descent Optimisation for Monomodal Image Registration. [PUB] [medi.]
Random Walks for Deformable Image Registration. [PUB] [medi.]
Reconstruction of 3-D Histology Images by Simultaneous Deformable Registration. [PUB] [medi.]
Spatially Adaptive Log-Euclidean Polyaffine Registration Based on Sparse Matches. [PUB]
Spatio-Temporal Registration of Multiple Trajectories. [PUB] [medi.]
Towards Intra-operative Prostate Brachytherapy Dosimetry Based on Partial Seed Localization in Ultrasound and Registration to C-arm Fluoroscopy. [PUB] [medi.]
Towards Real-Time 3D US to CT Bone Image Registration Using Phase and Curvature Feature Based GMM Matching. [PUB] [medi.]

IPMI

A Novel Longitudinal Atlas Construction Framework by Groupwise Registration of Subject Image Sequences. [PUB] [medi.]
A Unified Framework for Joint Segmentation, Nonrigid Registration and Tumor Detection: Application to MR-Guided Radiotherapy. [PUB] [medi.]
Automatic Part Selection for Groupwise Registration. [PUB] [medi.]
Landmark Matching Based Automatic Retinal Image Registration with Linear Programming and Self-similarities. [PUB] [medi.]
Multimodal Registration via Spatial-Context Mutual Information. [PUB] [medi.]
Reconstruction of 4D-CT from a Single Free-Breathing 3D-CT by Spatial-Temporal Image Registration. [PUB] [medi.]
Temporal Groupwise Registration for Motion Modeling. [PUB] [medi.]
White Matter Bundle Registration and Population Analysis Based on Gaussian Processes. [PUB] [medi.]

MM

Robust image registration and tampering localization exploiting bag of features based forensic signature. [PUB]
Social image tag recommendation by concept matching. [PUB]

2010

CVPR

A game-theoretic approach to fine surface registration without initial motion estimation. [PUB] [pc.]
ABSORB: Atlas building by Self-Organized Registration and Bundling. [PUB]
Asymmetric region-to-image matching for comparing images with generic object categories. [PUB] [oth.]
Compression of surface registrations using Beltrami coefficients. [PUB]
Dense non-rigid surface registration using high-order graph matching. [PUB]
Diffeomorphic sulcal shape analysis for cortical surface registration. [PUB] [pc.]
Generalized simultaneous registration and segmentation. [PUB] [nat.]
Generating sharp panoramas from motion-blurred videos. [PUB] [oth.]
Image atlas construction via intrinsic averaging on the manifold of images. [PUB] [medi.]
Masked FFT registration. [PUB] [medi.]
Natural gradients for deformable registration. [PUB] [medi.]
Optical flow estimation with adaptive convolution kernel prior on discrete framework. [PUB] [oth.]
Performance evaluation of color correction approaches for automatic multi-view image and video stitching. [PUB] [oth.]
Point-based non-rigid surface registration with accuracy estimation. [PUB]
Secrets of optical flow estimation and their principles. [PUB]
Sparsity model for robust optical flow estimation at motion discontinuities. [PUB] [oth.]

ECCV

Adaptive Metric Registration of 3D Models to Non-rigid Image Trajectories. [PUB]
Critical Nets and Beta-Stable Features for Image Matching. [PUB] [oth.]
Dense Point Trajectories by GPU-Accelerated Large Displacement Optical Flow. [PUB] [oth.]
Estimation of 3D Object Structure, Motion and Rotation Based on 4D Affine Optical Flow Using a Multi-camera Array. [PUB] [oth.]
Membrane Nonrigid Image Registration. [PUB]
P2Pi: A Minimal Solution for Registration of 3D Points to 3D Planes. [PUB]
Real-Time Spherical Mosaicing Using Whole Image Alignment. [PUB]
TriangleFlow: Optical Flow with Triangulation-Based Higher-Order Likelihoods. [PUB] [oth.]

TPAMI

Automatic Range Image Registration in the Markov Chain. [PUB]
Correction of Spatially Varying Image and Video Motion Blur Using a Hybrid Camera. [PUB]
Direct Estimation of Nonrigid Registrations with Image-Based Self-Occlusion Reasoning. [PUB]
Point Set Registration via Particle Filtering and Stochastic Dynamics. [PUB] [pc.]
Point Set Registration: Coherent Point Drift. [PUB]
Robust FFT-Based Scale-Invariant Image Registration with Image Gradients. [PUB]

IJCV

Group-Wise Point-Set Registration Using a Novel CDF-Based Havrda-Charvát Divergence. [PUB]
Hierarchical Shape Segmentation and Registration via Topological Features of Laplace-Beltrami Eigenfunctions. [PUB]
Image Comparison by Compound Disjoint Information with Applications to Perceptual Visual Quality Assessment, Image Registration and Tracking. [PUB]
Learning to Match: Deriving Optimal Template-Matching Algorithms from Probabilistic Image Models. [PUB]
Markerless Motion Capture through Visual Hull, Articulated ICP and Subject Specific Model Generation. [PUB] [pc.]
PANORAMA: A 3D Shape Descriptor Based on Panoramic Views for Unsupervised 3D Object Retrieval. [PUB] [oth.]

TMI

A Coupled Global Registration and Segmentation Framework With Application to Magnetic Resonance Prostate Imagery. [PUB]
A Registration-Based Propagation Framework for Automatic Whole Heart Segmentation of Cardiac MRI. [PUB] [medi.]
Automatic 3-D Breath-Hold Related Motion Correction of Dynamic Multislice MRI. [PUB] [medi.]
Automatic Parameter Selection for Multimodal Image Registration. [PUB] [medi.]
Co-registration of White Matter Tractographies by Adaptive-Mean-Shift and Gaussian Mixture Modeling. [PUB] [medi.]
elastix: A Toolbox for Intensity-Based Medical Image Registration. [PUB] [medi.]
Estimation of Optimal Fiducial Target Registration Error in the Presence of Heteroscedastic Noise. [PUB] [medi.]
Exploiting Quasiperiodicity in Motion Correction of Free-Breathing Myocardial Perfusion MRI. [PUB] [medi.]
F-TIMER: Fast Tensor Image Morphing for Elastic Registration. [PUB]
Feature Based Nonrigid Brain MR Image Registration With Symmetric Alpha Stable Filters. [PUB]
Intensity-Based Image Registration by Minimizing Residual Complexity. [PUB] [medi.]
Intersection Based Motion Correction of Multislice MRI for 3-D in Utero Fetal Brain Image Formation. [PUB]
Learning Task-Optimal Registration Cost Functions for Localizing Cytoarchitecture and Function in the Cerebral Cortex. [PUB] [medi.]
Nonrigid Image Registration Using Conditional Mutual Information. [PUB] [medi.]
Optical-Flow-Based B-Mode Elastography: Application in the Hypertensive Rat Carotid. [PUB]
Registration of 4D Cardiac CT Sequences Under Trajectory Constraints With Multichannel Diffeomorphic Demons. [PUB]
Spherical Demons: Fast Diffeomorphic Landmark-Free Surface Registration. [PUB]
The Edge-Driven Dual-Bootstrap Iterative Closest Point Algorithm for Registration of Multimodal Fluorescein Angiogram Sequence. [PUB]
Understanding the Effect of Bias in Fiducial Localization Error on Point-Based Rigid-Body Registration. [PUB]

MIA

A classifying registration technique for the estimation of enhancement curves of DCE-CT scan sequences. [PUB] [medi.]
A fast and robust patient specific Finite Element mesh registration technique: Application to 60 clinical cases. [PUB]
Corrigendum to "Constrained non-rigid registration for use in image-guided adaptive radiotherapy" [Medical Image Analysis 13 (2009) 809-817]. [PUB] [medi.]
CPOL: Complex phase order likelihood as a similarity measure for MR-CT registration. [PUB] [medi.]
GRAM: A framework for geodesic registration on anatomical manifolds. [PUB]
Linear intensity-based image registration by Markov random fields and discrete optimization. [PUB]
Location registration and recognition (LRR) for serial analysis of nodules in lung CT scans. [PUB] [medi.]
Objective and expert-independent validation of retinal image registration algorithms by a projective imaging distortion model. [PUB]
Parallax-free intra-operative X-ray image stitching. [PUB]
Respiratory motion correction for image-guided cardiac interventions using 3-D echocardiography. [PUB] [medi.]

MICCAI

3D Ultrasound to Stereoscopic Camera Registration through an Air-Tissue Boundary. [PUB] [medi.]
A Generalized Learning Based Framework for Fast Brain Image Registration. [PUB] [medi.]
A Parameterization of Deformation Fields for Diffeomorphic Image Registration and Its Application to Myocardial Delineation. [PUB]
Accounting for Anisotropic Noise in Fine Registration of Time-of-Flight Range Data with High-Resolution Surface Data. [PUB] [medi.]
An Efficient EM-ICP Algorithm for Symmetric Consistent Non-linear Registration of Point Sets. [PUB]
Automatic Learning Sparse Correspondences for Initialising Groupwise Registration. [PUB] [medi.]
C-arm Pose Estimation in Prostate Brachytherapy by Registration to Ultrasound. [PUB] [medi.]
Combined Model-Based Segmentation and Elastic Registration for Accurate Quantification of the Aortic Arch. [PUB] [medi.]
Construction of Neuroanatomical Shape Complex Atlas from 3D Brain MRI. [PUB] [medi.]
Construction of Patient Specific Atlases from Locally Most Similar Anatomical Pieces. [PUB] [medi.]
Correspondences Search for Surface-Based Intra-Operative Registration. [PUB] [medi.]
Cortical Sulcal Atlas Construction Using a Diffeomorphic Mapping Approach. [PUB]
Coupled Registration-Segmentation: Application to Femur Analysis with Intra-subject Multiple Levels of Detail MRI Data. [PUB] [medi.]
Cross-Visit Tumor Sub-segmentation and Registration with Outlier Rejection for Dynamic Contrast-Enhanced MRI Time Series Data. [PUB]
Evaluation of Inter-session 3D-TRUS to 3D-TRUS Image Registration for Repeat Prostate Biopsies. [PUB] [medi.]
Generalization of Deformable Registration in Riemannian Sobolev Spaces. [PUB] [medi.]
Group-Wise Diffeomorphic Diffusion Tensor Image Registration. [PUB] [medi.]
Groupwise Registration by Hierarchical Anatomical Correspondence Detection. [PUB] [medi.]
Groupwise Registration with Sharp Mean. [PUB] [medi.]
Hierarchical Multimodal Image Registration Based on Adaptive Local Mutual Information. [PUB] [medi.]
Image Registration Driven by Combined Probabilistic and Geometric Descriptors. [PUB]
Integrated Segmentation and Nonrigid Registration for Application in Prostate Image-Guided Radiotherapy. [PUB] [medi.]
Intra-Patient Supine-Prone Colon Registration in CT Colonography Using Shape Spectrum. [PUB] [medi.]
Joint Registration and Segmentation of Dynamic Cardiac Perfusion Images Using MRFs. [PUB] [medi.]
Lung Lobar Slippage Assessed with the Aid of Image Registration. [PUB] [medi.]
Model-Based Multi-view Fusion of Cinematic Flow and Optical Imaging. [PUB] [medi.]
Motion Artifact Correction of Multi-Photon Imaging of Awake Mice Models Using Speed Embedded HMM. [PUB] [medi.]
Non-rigid Registration with Missing Correspondences in Preoperative and Postresection Brain Images. [PUB] [medi.]
Real-Time Respiratory Motion Correction for Cardiac Electrophysiology Procedures Using Image-Based Coronary Sinus Catheter Tracking. [PUB] [medi.]
Recursive Green's Function Registration. [PUB] [medi.]
Registration of a Statistical Shape Model of the Lumbar Spine to 3D Ultrasound Images. [PUB] [medi.]
Registration of Longitudinal Image Sequences with Implicit Template and Spatial-Temporal Heuristics. [PUB] [medi.]
Segmentation Subject to Stitching Constraints: Finding Many Small Structures in a Large Image. [PUB]
Shape-Based Diffeomorphic Registration on Hippocampal Surfaces Using Beltrami Holomorphic Flow. [PUB] [medi.]
Simultaneous Fine and Coarse Diffeomorphic Registration: Application to Atrophy Measurement in Alzheimer's Disease. [PUB] [medi.]
Simultaneous Geometric - Iconic Registration. [PUB] [medi.]
Summarizing and Visualizing Uncertainty in Non-rigid Registration. [PUB]

MM

3D ancient mosaics. [PUB]

TPDS

An Analytical Approach to Optimizing Parallel Image Registration/Retrieval. [PUB]

2009

CVPR

A robust approach for automatic registration of aerial images with untextured aerial LiDAR data. [PUB]
An efficient stochastic approach to groupwise non-rigid image registration. [PUB] [medi.]
Automatic registration of LIDAR and optical images of urban scenes. [PUB]
Histograms of oriented optical flow and Binet-Cauchy kernels on nonlinear dynamical systems for the recognition of human actions. [PUB] [oth.]
Image registration by minimization of residual complexity. [PUB]
Isometric registration of ambiguous and partial data. [PUB]
Joint and implicit registration for face recognition. [PUB]
Large displacement optical flow. [PUB] [oth.]
Learning general optical flow subspaces for egomotion estimation and detection of motion anomalies. [PUB] [oth.]
Learning similarity measure for multi-modal 3D image registration. [PUB]
Linear spatial pyramid matching using sparse coding for image classification. [PUB]
Nonrigid registration combining global and local statistics. [PUB] [medi.]
Optimization of landmark selection for cortical surface registration. [PUB]
Shape comparison using perturbing shape registration. [PUB] [medi.]
Shape evolution for rigid and nonrigid shape registration and recovery. [PUB]
Similarity metrics and efficient optimization for simultaneous registration. [PUB]
Towards a practical face recognition system: Robust registration and illumination by sparse representation. [PUB]
Wavelet energy map: A robust support for multi-modal registration of medical images. [PUB] [medi.]

ICCV

An algebraic approach to affine registration of point sets. [PUB]
Coarse registration of 3D surface triangulations based on moment invariants with applications to object alignment and identification. [PUB]
Deformation invariant image matching by spectrally controlled diffeomorphic alignment. [PUB] [oth.]
Large displacement optical flow computation withoutwarping. [PUB] [oth.]
Optical flow estimation on coarse-to-fine region-trees using discrete optimization. [PUB]
Robust dynamical model for simultaneous registration and segmentation in a variational framework: A Bayesian approach. [PUB] [oth.]
Wide-baseline image matching using Line Signatures. [PUB] [oth.]

TPAMI

AnAdaptable-Multilayer Fractional Fourier Transform Approach for Image Registration. [PUB]
Branch-and-Bound Methods for Euclidean Registration Problems. [PUB] [pc.]
Evaluation of Stereo Matching Costs on Images with Radiometric Differences. [PUB] [oth.]
Probability Density Estimation Using Isocontours and Isosurfaces: Applications to Information-Theoretic Image Registration. [PUB]
Registration with Uncertainties and Statistical Modeling of Shapes with Variable Metric Kernels. [PUB] [medi.]
Signature Detection and Matching for Document Image Retrieval. [PUB] [dep.]

IJCV

Adaptive Stochastic Gradient Descent Optimisation for Image Registration. [PUB] [medi.]
Consistency Clustering: A Robust Algorithm for Group-wise Registration, Segmentation and Automatic Atlas Construction in Diffusion MRI. [PUB]
Foreground Focus: Unsupervised Learning from Partially Matching Images. [PUB] [dep.]
Registration of Anatomical Images Using Paths of Diffeomorphisms Parameterized with Stationary Vector Field Flows. [PUB] [medi.]
Replicator Dynamics in the Iterative Process for Accurate Range Image Matching. [PUB]

TMI

A Stochastic Approach to Estimate the UncertaintyInvolved in B-Spline Image Registration. [PUB] [medi.]
Accelerated Nonrigid Intensity-Based Image Registration Using Importance Sampling. [PUB]
Combined Volumetric and Surface Registration. [PUB]
Constrained Registration of the Wrist Joint. [PUB]
Deformable 2D-3D Registration of Vascular Structures in a One View Scenario. [PUB]
Distribution of Fiducial Registration Error in Rigid-Body Point-Based Registration. [PUB]
Distribution of Target Registration Error for Anisotropic and Inhomogeneous Fiducial Localization Error. [PUB]
DT-REFinD: Diffusion Tensor Registration With Exact Finite-Strain Differential. [PUB] [medi.]
Dynamic 2D Ultrasound and 3D CT Image Registration of the Beating Heart. [PUB] [medi.]
K -Space and Image-Space Combination for Motion-Induced Phase-Error Correction in Self-Navigated Multicoil Multishot DWI. [PUB] [medi.]
Nonrigid Registration of Joint Histograms for Intensity Standardization in Magnetic Resonance Imaging. [PUB] [medi.]
Rapid Dynamic Image Registration of the Beating Heart for Diagnosis and Surgical Navigation. [PUB]
Real-Time Estimation of FLE Statistics for 3-D Tracking With Point-Based Registration. [PUB]
Registration of Cervical MRI Using Multifeature Mutual Information. [PUB] [medi.]
Unified Bundling and Registration of Brain White Matter Fibers. [PUB]

MIA

3D nonrigid registration via optimal mass transport on the GPU. [PUB] [medi.]
A subject-specific technique for respiratory motion correction in image-guided cardiac catheterisation procedures. [PUB] [medi.]
Calculation of the confidence intervals for transformation parameters in the registration of medical images. [PUB] [medi.]
Comparing registration methods for mapping brain change using tensor-based morphometry. [PUB] [medi.]
Constrained non-rigid registration for use in image-guided adaptive radiotherapy. [PUB] [medi.]
Depth potential function for folding pattern representation, registration and analysis. [PUB]
Selective image similarity measure for bronchoscope tracking based on image registration. [PUB]
Strain measurement in the left ventricle during systole with deformable image registration. [PUB]

MICCAI

3D Meshless Prostate Segmentation and Registration in Image Guided Radiotherapy. [PUB] [medi.]
A Combined Surface And VOlumetric Registration (SAVOR) Framework to Study Cortical Biomarkers and Volumetric Imaging Data. [PUB] [medi.]
A Conditional Random Field Approach for Coupling Local Registration with Robust Tissue and Structure Segmentation. [PUB] [medi.]
A Demons Algorithm for Image Registration with Locally Adaptive Regularization. [PUB] [medi.]
A General PDE-Framework for Registration of Contrast Enhanced Images. [PUB] [medi.]
A Log-Euclidean Polyaffine Registration for Articulated Structures in Medical Images. [PUB] [medi.]
A Meta Registration Framework for Lesion Matching. [PUB] [medi.]
A Non-rigid Registration Method for Serial microCT Mouse Hindlimb Images. [PUB] [medi.]
A Novel Intensity Similarity Metric with Soft Spatial Constraint for a Deformable Image Registration Problem in Radiation Therapy. [PUB] [medi.]
A Novel Method for Registration of US/MR of the Liver Based on the Analysis of US Dynamics. [PUB] [medi.]
A Robust Solution to Multi-modal Image Registration by Combining Mutual Information with Multi-scale Derivatives. [PUB] [medi.]
Accelerating Feature Based Registration Using the Johnson-Lindenstrauss Lemma. [PUB] [medi.]
Asymmetric Image-Template Registration. [PUB] [medi.]
Attribute Vector Guided Groupwise Registration. [PUB] [medi.]
Automatic Robust Medical Image Registration Using a New Democratic Vector Optimization Approach with Multiple Measures. [PUB] [medi.]
Biomechanically Constrained Groupwise US to CT Registration of the Lumbar Spine. [PUB] [medi.]
Closed-Form Jensen-Renyi Divergence for Mixture of Gaussians and Applications to Group-Wise Shape Registration. [PUB] [medi.]
Combining Multiple True 3D Ultrasound Image Volumes through Re-registration and Rasterization. [PUB] [medi.]
Combining Registration and Minimum Surfaces for the Segmentation of the Left Ventricle in Cardiac Cine MR Images. [PUB] [medi.]
Correcting Motion Artifacts in Retinal Spectral Domain Optical Coherence Tomography via Image Registration. [PUB] [medi.]
Diffusion Tensor Field Registration in the Presence of Uncertainty. [PUB] [medi.]
DISCO: A Coherent Diffeomorphic Framework for Brain Registration under Exhaustive Sulcal Constraints. [PUB] [medi.]
Efficient Large Deformation Registration via Geodesics on a Learned Manifold of Images. [PUB]
Evaluation of 4D-CT Lung Registration. [PUB] [medi.]
Evaluation of Lobar Biomechanics during Respiration Using Image Registration. [PUB] [medi.]
Fast Tensor Image Morphing for Elastic Registration. [PUB]
Genetics of Anisotropy Asymmetry: Registration and Sample Size Effects. [PUB] [medi.]
Graphical Models and Deformable Diffeomorphic Population Registration Using Global and Local Metrics. [PUB] [medi.]
Groupwise Registration and Atlas Construction of 4th-Order Tensor Fields Using the R + Riemannian Metric. [PUB] [medi.]
Hybrid Spline-Based Multimodal Registration Using Local Measures for Joint Entropy and Mutual Information. [PUB] [medi.]
Intra-operative Multimodal Non-rigid Registration of the Liver for Navigated Tumor Ablation. [PUB] [medi.]
Methods for Tractography-Driven Surface Registration of Brain Structures. [PUB]
MR to Ultrasound Image Registration for Guiding Prostate Biopsy and Interventions. [PUB] [medi.]
Multi-modal Registration Based Ultrasound Mosaicing. [PUB] [medi.]
Multimodal Image Registration by Information Fusion at Feature Level. [PUB] [medi.]
Non-rigid Image Registration with Uniform Gradient Spherical Patterns. [PUB] [medi.]
Non-rigid Registration of High Angular Resolution Diffusion Images Represented by Gaussian Mixture Fields. [PUB] [medi.]
Nonrigid Registration of Myocardial Perfusion MRI Using Pseudo Ground Truth. [PUB] [medi.]
Parallax-Free Long Bone X-ray Image Stitching. [PUB]
Robust Atlas-Based Brain Segmentation Using Multi-structure Confidence-Weighted Registration. [PUB] [medi.]
Setting Priors and Enforcing Constraints on Matches for Nonlinear Registration of Meshes. [PUB] [medi.]
Slipping Objects in Image Registration: Improved Motion Field Estimation with Direction-Dependent Regularization. [PUB] [medi.]
Statistical Regularization of Deformation Fields for Atlas-Based Segmentation of Bone Scintigraphy Images. [PUB]
Statistically Deformable 2D/3D Registration for Accurate Determination of Post-operative Cup Orientation from Single Standard X-ray Radiograph. [PUB]
Task-Optimal Registration Cost Functions. [PUB] [medi.]

IPMI

A Framework for Brain Registration via Simultaneous Surface and Volume Flow. [PUB] [medi.]
A New Information-Theoretic Measure to Control the Robustness-Sensitivity Trade-Off for DMFFD Point-Set Registration. [PUB] [medi.]
A Non-rigid Registration Framework That Accommodates Resection and Retraction. [PUB]
Bayesian Registration via Local Image Regions: Information, Selection and Marginalization. [PUB] [medi.]
Dense Registration with Deformation Priors. [PUB] [medi.]
Diffusion MRI Registration Using Orientation Distribution Functions. [PUB] [medi.]
Image-to-Physical Registration for Image-Guided Interventions Using 3-D Ultrasound and an Ultrasound Imaging Model. [PUB] [medi.]
Non-rigid Image Registration with Uniform Spherical Structure Patterns. [PUB] [medi.]
Simultaneous Consideration of Spatial Deformation and Tensor Orientation in Diffusion Tensor Image Registration Using Local Fast Marching Patterns. [PUB] [medi.]
Unifying Encoding of Spatial Information in Mutual Information for Nonrigid Registration. [PUB] [medi.]

MM

Stitching videos streamed by mobile phones in real-time. [PUB]

ICRA

Fast point feature histograms (FPFH) for 3D registration. [PUB]

RSS

Generalized-ICP. [PUB]

2008

CVPR

3D-2D spatiotemporal registration for sports motion analysis. [PUB]
A polynomial-time bound for matching and registration with outliers. [PUB] [pc.]
A statistical deformation prior for non-rigid image and shape registration. [PUB] [medi.]
A three-point minimal solution for panoramic stitching with lens distortion. [PUB]
Accurate and robust registration for in-hand modeling. [PUB] [pc.]
Adaptive parametrization of multivariate B-splines for image registration. [PUB]
Adaptive region intensity based rigid ultrasound and CT image registration. [PUB] [medi.]
Application and evaluation of spatiotemporal enhancement of live aerial video using temporally local mosaics. [PUB] [oth.]
Articulated shape matching using Laplacian eigenfunctions and unsupervised point registration. [PUB]
Automatic non-rigid registration of 3D dynamic data for facial expression synthesis and transfer. [PUB] [pc.]
Automatic registration of aerial imagery with untextured 3D LiDAR models. [PUB]
Enforcing stochastic inverse consistency in non-rigid image registration and matching. [PUB] [oth.]
FusionFlow: Discrete-continuous optimization for optical flow estimation. [PUB] [oth.]
Global image registration based on learning the prior appearance model. [PUB]
Learning based coarse-to-fine image registration. [PUB] [medi.]
Local grouping for optical flow. [PUB]
Matching images under unstable segmentations. [PUB]
Matching non-rigidly deformable shapes across images: A globally optimal solution. [PUB]
Near duplicate image identification with patially Aligned Pyramid Matching. [PUB] [data.]
On errors-in-variables regression with arbitrary covariance and its application to optical flow estimation. [PUB] [oth.]
Optical flow estimation using Fourier Mellin Transform. [PUB] [oth.]
Optical flow estimation with uncertainties through dynamic MRFs. [PUB] [oth.]
Optimised KD-trees for fast image descriptor matching. [PUB]
Particle filtering for registration of 2D and 3D point sets with stochastic dynamics. [PUB] [pc.]
Probabilistic image registration and anomaly detection by nonlinear warping. [PUB]
Relaxed matching kernels for robust image comparison. [PUB]
Retinal image registration from 2D to 3D. [PUB]
SMRFI: Shape matching via registration of vector-valued feature images. [PUB] [medi.]

ECCV

3D Non-rigid Surface Matching and Registration Based on Holomorphic Differentials. [PUB]
A Segmentation Based Variational Model for Accurate Optical Flow Estimation. [PUB] [oth.]
A Statistical Confidence Measure for Optical Flows. [PUB] [oth.]
Closed-Form Solution to Non-rigid 3D Surface Registration. [PUB] [pc.]
Efficient NCC-Based Image Matching in Walsh-Hadamard Domain. [PUB] [oth.]
Grassmann Registration Manifolds for Face Recognition. [PUB]
Learning for Optical Flow Using Stochastic Optimization. [PUB] [oth.]
Learning Optical Flow. [PUB] [oth.]
Nonrigid Image Registration Using DynamicHigher-Order MRF Model. [PUB]
Scale-Dependent/Invariant Local 3D Shape Descriptors for Fully Automatic Registration of Multiple Sets of Range Images. [PUB] [pc.]
Simultaneous Detection and Registration for Ileo-Cecal Valve Detection in 3D CT Colonography. [PUB] [medi.]
Solving Image Registration Problems Using Interior Point Methods. [PUB]

TPAMI

An Effective Approach for Iris Recognition Using Phase-Based Image Matching. [PUB]
Correction to "Gaussian Process Dynamical Models for Human Motion". [PUB]
Estimating the Joint Statistics of Images Using Nonparametric Windows with Application to Registration Using Mutual Information. [PUB] [oth.]
Groupwise Geometric and Photometric Direct Image Registration. [PUB]
Image Stitching Using Structure Deformation. [PUB] [oth.]
Maximum-Likelihood Registration of Range Images with Missing Data. [PUB] [pc.]
Optical Flow and Advection on 2-Riemannian Manifolds: A Common Framework. [PUB]
Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction. [PUB]

IJCV

Fast Non-Rigid Surface Detection, Registration and Realistic Augmentation. [PUB]
FLIRT with Rigidity - Image Registration with a Local Non-rigidity Penalty. [PUB]
Integrating Automated Range Registration with Multiview Geometry for the Photorealistic Modeling of Large-Scale Scenes. [PUB] [nat.]
Over-Parameterized Variational Optical Flow. [PUB] [oth.]
Region-Based Hierarchical Image Matching. [PUB] [oth.]
Shape from Specular Reflection and Optical Flow. [PUB] [oth.]

TMI

A "Twisting and Bending" Model-Based Nonrigid Image Registration Technique for 3-D Ultrasound Carotid Images. [PUB] [medi.]
A Fast Nonrigid Image Registration With Constraints on the Jacobian Using Large Scale Constrained Optimization. [PUB] [medi.]
A Geometry-Driven Optical Flow Warping for Spatial Normalization of Cortical Surfaces. [PUB]
A New Method for Registration-Based Medical Image Interpolation. [PUB]
A Review of Geometric Transformations for Nonrigid Body Registration. [PUB]
A Statistical Model for Point-Based Target Registration Error With Anisotropic Fiducial Localizer Error. [PUB]
Fluid Registration of Diffusion Tensor Images Using Information Theory. [PUB]
Fully Automated Motion Correction in First-Pass Myocardial Perfusion MR Image Sequences. [PUB] [medi.]
Optic Disc Detection From Normalized Digital Fundus Images by Means of a Vessels' Direction Matched Filter. [PUB]
ORBIT: A Multiresolution Framework for Deformable Registration of Brain Tumor Images. [PUB] [medi.]
Respiratory Motion Correction in 3-D PET Data With Advanced Optical Flow Algorithms. [PUB]
Robust Gradient-Based 3-D/2-D Registration of CT and MR to X-Ray Images. [PUB]
Sparse Registration for Three-Dimensional Stress Echocardiography. [PUB] [medi.]
Three-Dimensional Cardiac Strain Estimation Using Spatio-Temporal Elastic Registration of Ultrasound Images: A Feasibility Study. [PUB] [medi.]

MIA

2-D registration and 3-D shape inference of the retinal fundus from fluorescein images. [PUB]
A protocol for evaluation of similarity measures for non-rigid registration. [PUB]
An efficient locally affine framework for the smooth registration of anatomical structures. [PUB] [medi.]
Automatic CT-ultrasound registration for diagnostic imaging and image-guided intervention. [PUB]
Dense image registration through MRFs and efficient linear programming. [PUB]
Effects of registration regularization and atlas sharpness on segmentation accuracy. [PUB] [medi.]
Geometrical regularization of displacement fields for histological image registration. [PUB]
Instantiation and registration of statistical shape models of the femur and pelvis using 3D ultrasound imaging. [PUB] [medi.]
Maximum distance-gradient for robust image registration. [PUB]
Multimodal image registration using floating regressors in the joint intensity scatter plot. [PUB] [medi.]
Non-rigid registration of multi-modal images using both mutual information and cross-correlation. [PUB]
Registration of PE segment contour deformations in digital high-speed videos. [PUB]
Registration-based estimates of local lung tissue expansion compared to xenon CT measures of specific ventilation. [PUB] [medi.]
Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain. [PUB] [medi.]
The Third International Workshop on Biomedical Image Registration - WBIR 2006. [PUB] [medi.]

MICCAI

3D Surface Matching and Registration through Shape Images. [PUB] [medi.]
A Comprehensive Segmentation, Registration, and Cancer Detection Scheme on 3 Tesla In VivoProstate DCE-MRI. [PUB] [medi.]
A Constrained Non-rigid Registration Algorithm for Use in Prostate Image-Guided Radiotherapy. [PUB] [medi.]
A Global Approach for Automatic Fibroscopic Video Mosaicing in Minimally Invasive Diagnosis. [PUB] [medi.]
A Maximal Mass Confinement Principle for Rigid and Locally Rigid Image Registration. [PUB] [medi.]
A Nonrigid Image Registration Framework for Identification of Tissue Mechanical Parameters. [PUB] [medi.]
A Tensor-Based Morphometry Study of Genetic Influences on Brain Structure Using a New Fluid Registration Method. [PUB] [medi.]
A Theoretical Comparison of Different Target Registration Error Estimators. [PUB] [medi.]
Adaptive Boundary Conditions for Physically Based Follow-Up Breast MR Image Registration. [PUB] [medi.]
An Active Contour-Based Atlas Registration Model Applied to Automatic Subthalamic Nucleus Targeting on MRI: Method and Validation. [PUB] [medi.]
An Atlas-Based Segmentation Propagation Framework Using Locally Affine Registration - Application to Automatic Whole Heart Segmentation. [PUB] [medi.]
Anatomy-Preserving Nonlinear Registration of Deep Brain ROIs Using Confidence-Based Block-Matching. [PUB] [medi.]
Automatic Deformable Diffusion Tensor Registration for Fiber Population Analysis. [PUB] [medi.]
Construction of a Statistical Surgical Plan Atlas for Automated 3D Planning of Femoral Component in Total Hip Arthroplasty. [PUB] [medi.]
Construction of Hierarchical Multi-Organ Statistical Atlases and Their Application to Multi-Organ Segmentation from CT Images. [PUB] [medi.]
Deformable Ultrasound Registration without Reconstruction. [PUB] [medi.]
Diffusion Tensor Image Registration Using Tensor Geometry and Orientation Features. [PUB] [medi.]
EEG to MRI Registration Based on Global and Local Similarities of MRI Intensity Distributions. [PUB] [medi.]
Effective Incorporation of Spatial Information in a Mutual Information Based 3D-2D Registration of a CT Volume to X-Ray Images. [PUB] [medi.]
Fast Motion Tracking of Tagged MRI Using Angle-Preserving Meshless Registration. [PUB] [medi.]
Fast Musculoskeletal Registration Based on Shape Matching. [PUB] [medi.]
Fieldmap-Free Retrospective Registration and Distortion Correction for EPI-Based Functional Imaging. [PUB] [medi.]
GPU Accelerated Non-rigid Registration for the Evaluation of Cardiac Function. [PUB] [medi.]
Improving Parenchyma Segmentation by Simultaneous Estimation of Tissue Property T1 Map and Group-Wise Registration of Inversion Recovery MR Breast Images. [PUB] [medi.]
Influence of Organ Motion and Contrast Enhancement on Image Registration. [PUB] [medi.]
Localization of Pelvic Anatomical Coordinate System Using US/Atlas Registration for Total Hip Replacement. [PUB] [medi.]
Location Registration and Recognition (LRR) for Longitudinal Evaluation of Corresponding Regions in CT Volumes. [PUB] [medi.]
Long Bone X-Ray Image Stitching Using Camera Augmented Mobile C-Arm. [PUB]
Motion Correction in Respiratory Gated Cardiac PET/CT Using Multi-scale Optical Flow. [PUB]
Non-rigid Image Registration with SalphaSFilters. [PUB] [medi.]
Nonrigid Registration of Dynamic Renal MR Images Using a Saliency Based MRF Model. [PUB] [medi.]
Physically-Based Validation of Deformable Medical Image Registration. [PUB] [medi.]
Reducing Motion Artifacts in 3-D Breast Ultrasound Using Non-linear Registration. [PUB] [medi.]
Registration of 4D Time-Series of Cardiac Images with Multichannel Diffeomorphic Demons. [PUB] [medi.]
Robust Brain Registration Using Adaptive Probabilistic Atlas. [PUB] [medi.]
Semi-automatic Reference Standard Construction for Quantitative Evaluation of Lung CT Registration. [PUB] [medi.]
Spherical Demons: Fast Surface Registration. [PUB]
Symmetric Log-Domain Diffeomorphic Registration: A Demons-Based Approach. [PUB] [medi.]
Symmetric Nonrigid Image Registration: Application to Average Brain Templates Construction. [PUB] [medi.]
The Zernike Expansion - An Example of a Merit Function for 2D/3D Registration Based on Orthogonal Functions. [PUB]
Using Curve-Fitting of Curvilinear Features for Assessing Registration of Clinical Neuropathology with in Vivo MRI. [PUB] [medi.]
Volume Reconstruction by Inverse Interpolation: Application to Interleaved MR Motion Correction. [PUB] [medi.]
Volumetric Ultrasound Panorama Based on 3D SIFT. [PUB]
Weight Preserving Image Registration for Monitoring Disease Progression in Lung CT. [PUB] [medi.]

MM

Discovering panoramas in web videos. [PUB]
Near-duplicate keyframe retrieval by nonrigid image matching. [PUB]
Randomized sub-vectors hashing for high-dimensional image feature matching. [PUB] [oth.]

SIGIR

AdImage: video advertising by image matching and ad scheduling optimization. [PUB] [oth.]

VLDB

Interactive source registration in community-oriented information integration. [PUB]
RIDE: a tool for interactive source registration in community-oriented information integration. [PUB]

2007

CVPR

Accurately measuring human movement using articulated ICP with soft-joint constraints and a repository of articulated models. [PUB]
Efficient MRF Deformation Model for Non-Rigid Image Matching. [PUB] [oth.]
Fourier Methods for Nonparametric Image Registration. [PUB] [oth.]
Free-Form Nonrigid Image Registration Using Generalized Elastic Nets. [PUB]
Gradient Intensity: A New Mutual Information-Based Registration Method. [PUB]
Groupwise Shape Registration on Raw Edge Sequence via A Spatio-Temporal Generative Model. [PUB]
High Distortion and Non-Structural Image Matching via Feature Co-occurrence. [PUB]
Image Matching via Saliency Region Correspondences. [PUB]
Improved Video Registration using Non-Distinctive Local Image Features. [PUB] [data.]
Keypoint Descriptors for Matching Across Multiple Image Modalities and Non-linear Intensity Variations. [PUB]
Local Shape Registration Using Boundary-Constrained Match of Skeletons. [PUB]
Map-Enhanced UAV Image Sequence Registration and Synchronization of Multiple Image Sequences. [PUB]
Matching Local Self-Similarities across Images and Videos. [PUB]
Metropolis-Hasting techniques for finite-element-based registration. [PUB]
Offline Signature Verification Using Online Handwriting Registration. [PUB] [data.]
Optimal Step Nonrigid ICP Algorithms for Surface Registration. [PUB]
Precise Registration of 3D Models To Images by Swarming Particles. [PUB] [rs.]
Real-Time Image Matching Based on Multiple View Kernel Projection. [PUB] [oth.]
Recognizing Faces of Moving People by Hierarchical Image-Set Matching. [PUB]
Research issues in image registration for remote sensing. [PUB] [rs.]
Seamless Mosaicing of Image-Based Texture Maps. [PUB] [oth.]
Shape Representation and Registration using Vector Distance Functions. [PUB]
Topology Preserving Log-Unbiased Nonlinear Image Registration: Theory and Implementation. [PUB]

ICCV

3-D Metric Reconstruction and Registration of Images of Near-planar Surfaces. [PUB]
3D object recognition from range images using pyramid matching. [PUB]
A Database and Evaluation Methodology for Optical Flow. [PUB] [oth.]
A Robust Algorithm for Fiber-Bundle Atlas Construction. [PUB]
A Robust Graph-Based Method for The General Correspondence Problem Demonstrated on Image Stitching. [PUB] [oth.]
A Statistical Approach to Determine Symmetrical Solutions for the Registration of 3D Knee Implant Models to Sagittal Fluoroscopy Images. [PUB] [pc.]
A systematic approach for 2D-image to 3D-range registration in urban environments. [PUB] [nat.]
A Unified and Efficient Approach for Free-form Deformable Registration. [PUB] [medi.]
Correspondence Transfer for the Registration of Multimodal Images. [PUB] [medi.]
Deformable Image Mosaicing for Optical Biopsy. [PUB] [medi.]
Direct Estimation of Non-Rigid Registrations with Image-Based Self-Occlusion Reasoning. [PUB]
Dynamically consistent optical flow estimation. [PUB] [oth.]
Estimation of the Epipole using Optical Flow at Antipodal Points. [PUB] [oth.]
Gradient Intensity-Based Registration of Multi-Modal Images of the Brain. [PUB]
Improved FFD B-Spline Image Registration. [PUB] [medi.]
Interactive Search for Image Categories by Mental Matching. [PUB]
Lung Nodule Growth Analysis from 3D CT Data with a Coupled Segmentation and Registration Framework. [PUB] [medi.]
Motion Analysis of Endovascular Stent-Grafts by MDL Based Registration. [PUB] [medi.]
Multi-start Method with Prior Learning for Image Registration. [PUB]
Non-Rigid Image Registration using a Hierarchical Partition of Unity Finite Element Method. [PUB] [oth.]
Optimization and Learning for Registration of Moving Dynamic Textures. [PUB] [dep.]
Optimizing Image Registration by Mutually Exclusive Scale Components. [PUB] [rs.]
Pairwise Similarities across Images for Multiple View Rigid/Non-Rigid Segmentation and Registration. [PUB]
Registration of anatomical images using geodesic paths of diffeomorphisms parameterized with stationary vector fields. [PUB]
Robust Image Registration using Mixtures of t-distributions. [PUB]
Semiautomatic registration between ground-level panoramas and an orthorectified aerial image for building modeling. [PUB] [rs.]
The 3D-3D Registration Problem Revisited. [PUB] [pc.]
USSR: A Unified Framework for Simultaneous Smoothing, Segmentation, and Registration of Multiple Images. [PUB]

IJCAI

Feature Mining and Neuro-Fuzzy Inference System for Steganalysis of LSB Matching Stegangoraphy in Grayscale Images. [PUB]

TPAMI

A Bayesian Approach to Deformed Pattern Matching of Iris Images. [PUB]
A Statistics-Based Approach to Binary Image Registration with Uncertainty Analysis. [PUB] [rs.]
Conformal Geometry and Its Applications on 3D Shape Matching, Recognition, and Stitching. [PUB] [oth.]
Methods for Fine Registration of Cadastre Graphs to Images. [PUB] [rs.]
Multiscale Joint Segmentation and Registration of Image Morphology. [PUB] [medi.]
Registration of Challenging Image Pairs: Initialization, Estimation, and Decision. [PUB]
The Asymmetry of Image Registration and Its Application to Face Tracking. [PUB]

IJCV

Automatic Panoramic Image Stitching using Invariant Features. [PUB] [oth.]
Image Registration of Sectioned Brains. [PUB]
Image Registration with Guaranteed Displacement Regularity. [PUB]
Information Theoretic Deformable Registration Using Local Image Information. [PUB] [medi.]
Kernel Spectral Matched Filter for Hyperspectral Imagery. [PUB] [rs.]
Multi-View Stereo Reconstruction and Scene Flow Estimation with a Global Image-Based Matching Score. [PUB] [oth.]
Non-Rigid Multi-Modal Image Registration Using Cross-Cumulative Residual Entropy. [PUB]
Prior-based Segmentation and Shape Registration in the Presence of Perspective Distortion. [PUB]
Registration of 3D Points Using Geometric Algebra and Tensor Voting. [PUB]
Reverse Optical Flow for Self-Supervised Adaptive Autonomous Robot Navigation. [PUB]

TMI

A Deformable Registration Method for Automated Morphometry of MRI Brain Images in Neuropsychiatric Research. [PUB]
A New Validation Method for X-ray Mammogram Registration Algorithms Using a Projection Model of Breast X-ray Compression. [PUB] [medi.]
Accounting for Signal Loss Due to Dephasing in the Correction of Distortions in Gradient-Echo EPI Via Nonrigid Registration. [PUB]
Automated Finite-Element Analysis for Deformable Registration of Prostate Images. [PUB] [medi.]
Brain Functional Localization: A Survey of Image Registration Techniques. [PUB]
Estimating 3-D Respiratory Motion From Orbiting Views by Tomographic Image Registration. [PUB] [medi.]
Explicit Incorporation of Prior Anatomical Information Into a Nonrigid Registration of Thoracic and Abdominal CT and 18-FDG Whole-Body Emission PET Images. [PUB] [medi.]
Fast and Accurate Automatic Registration for MR-Guided Procedures Using Active Microcoils. [PUB] [medi.]
Motion Correction for Coronary Stent Reconstruction From Rotational X-ray Projection Sequences. [PUB] [medi.]
Point-Based Rigid-Body Registration Using an Unscented Kalman Filter. [PUB]
Registration of Multiview Real-Time 3-D Echocardiographic Sequences. [PUB] [medi.]
Simultaneous Registration and Parcellation of Bilateral Hippocampal Surface Pairs for Local Asymmetry Quantification. [PUB] [medi.]
Statistical Properties of Jacobian Maps and the Realization of Unbiased Large-Deformation Nonlinear Image Registration. [PUB]
Surface-Constrained Volumetric Brain Registration Using Harmonic Mappings. [PUB] [medi.]
Symmetric Data Attachment Terms for Large Deformation Image Registration. [PUB] [medi.]

MIA

Clinical validation of vessel-based registration for correction of brain-shift. [PUB] [medi.]
Correction of susceptibility artifacts in diffusion tensor data using non-linear registration. [PUB]
Efficient computational fluid dynamics mesh generation by image registration. [PUB]
Gray-scale and geometric registration of full-field digital and film-screen mammograms. [PUB]
Removal of local and biased global maxima in intensity-based registration. [PUB]
Robust registration procedures for endoscopic imaging. [PUB]
Validation of vessel-based registration for correction of brain shift. [PUB] [medi.]

MICCAI

3D/2D Image Registration: The Impact of X-Ray Views and Their Number. [PUB] [medi.]
A Duality Based Algorithm for TV- L 1-Optical-Flow Image Registration. [PUB]
A Point-Wise Quantification of Asymmetry Using Deformation Fields: Application to the Study of the Crouzon Mouse Model. [PUB]
Cortical Hemisphere Registration Via Large Deformation Diffeomorphic Metric Curve Mapping. [PUB] [medi.]
Customised Cytoarchitectonic Probability Maps Using Deformable Registration: Primary Auditory Cortex. [PUB] [medi.]
De-enhancing the Dynamic Contrast-Enhanced Breast MRI for Robust Registration. [PUB] [medi.]
Deformable 2D-3D Registration of the Pelvis with a Limited Field of View, Using Shape Statistics. [PUB]
Deformable Density Matching for 3D Non-rigid Registration of Shapes. [PUB] [medi.]
Detecting Mechanical Abnormalities in Prostate Tissue Using FE-Based Image Registration. [PUB] [medi.]
Fiducial-Free Registration Procedure for Navigated Bronchoscopy. [PUB] [medi.]
Generalized Surface Flows for Deformable Registration and Cortical Matching. [PUB] [medi.]
Global Registration of Multiple Point Sets: Feasibility and Applications in Multi-fragment Fracture Fixation. [PUB]
Groupwise Combined Segmentation and Registration for Atlas Construction. [PUB] [medi.]
How Do Registration Parameters Affect Quantitation of Lung Kinematics?. [PUB] [medi.]
Longitudinal Cortical Registration for Developing Neonates. [PUB] [medi.]
Measuring Brain Variability Via Sulcal Lines Registration: A Diffeomorphic Approach. [PUB] [medi.]
Methods for Inverting Dense Displacement Fields: Evaluation in Brain Image Registration. [PUB]
Motion and Positional Error Correction for Cone Beam 3D-Reconstruction with Mobile C-Arms. [PUB] [medi.]
New Motion Correction Models for Automatic Identification of Renal Transplant Rejection. [PUB] [medi.]
Non-parametric Diffeomorphic Image Registration with the Demons Algorithm. [PUB] [medi.]
Non-rigid Image Registration Using Graph-cuts. [PUB] [medi.]
Non-rigid Registration of Pre-procedural MR Images with Intra-procedural Unenhanced CT Images for Improved Targeting of Tumors During Liver Radiofrequency Ablations. [PUB] [medi.]
Non-rigid Surface Registration Using Spherical Thin-Plate Splines. [PUB]
Nonlinear Registration of Diffusion MR Images Based on Fiber Bundles. [PUB] [medi.]
Nonrigid Image Registration with Subdivision Lattices: Application to Cardiac MR Image Analysis. [PUB] [medi.]
On Fiducial Target Registration Error in the Presence of Anisotropic Noise. [PUB] [medi.]
Online Estimation of the Target Registration Error for n -Ocular Optical Tracking Systems. [PUB] [medi.]
Quality-Based Registration and Reconstruction of Optical Tomography Volumes. [PUB] [medi.]
Real-Time SPECT and 2D Ultrasound Image Registration. [PUB] [medi.]
Registration of Cardiac SPECT/CT Data Through Weighted Intensity Co-occurrence Priors. [PUB] [medi.]
Registration of High Angular Resolution Diffusion MRI Images Using 4 th Order Tensors. [PUB] [medi.]
Registration of Lung Tissue Between Fluoroscope and CT Images: Determination of Beam Gating Parameters in Radiotherapy. [PUB] [medi.]
Segmentation-Driven 2D-3D Registration for Abdominal Catheter Interventions. [PUB]
Shape Registration by Simultaneously Optimizing Representation and Transformation. [PUB] [medi.]
Similarity Metrics for Groupwise Non-rigid Registration. [PUB] [medi.]
Simulation and Fully Automatic Multimodal Registration of Medical Ultrasound. [PUB] [medi.]
Spatio-temporal Registration of Real Time 3D Ultrasound to Cardiovascular MR Sequences. [PUB] [medi.]
Statistical Atlases of Bone Anatomy: Construction, Iterative Improvement and Validation. [PUB] [medi.]
Thoracic CT-PET Registration Using a 3D Breathing Model. [PUB] [medi.]
Unbiased White Matter Atlas Construction Using Diffusion Tensor Images. [PUB] [medi.]

IPMI

A Hamiltonian Particle Method for Diffeomorphic Image Registration. [PUB] [medi.]
A Marginalized MAP Approach and EM Optimization for Pair-Wise Registration. [PUB] [medi.]
Adaptive Non-rigid Registration of Real Time 3D Ultrasound to Cardiovascular MR Images. [PUB] [medi.]
Atlas-to-Image Non-rigid Registration by Minimization of Conditional Local Entropy. [PUB] [medi.]
Brain Image Registration Using Cortically Constrained Harmonic Mappings. [PUB] [medi.]
Comparing Pairwise and Simultaneous Joint Registrations of Decorrelating Interval Exams Using Entropic Graphs. [PUB] [medi.]
Digital Homeomorphisms in Deformable Registration. [PUB] [medi.]
Fully Automated Registration of First-Pass Myocardial Perfusion MRI Using Independent Component Analysis. [PUB] [medi.]
Geometry Driven Volumetric Registration. [PUB] [medi.]
Imaging Brain Activation Streams from Optical Flow Computation on 2-Riemannian Manifolds. [PUB]
Insight into Efficient Image Registration Techniques and the Demons Algorithm. [PUB] [medi.]
Inter and Intra-modal Deformable Registration: Continuous Deformations Meet Efficient Optimal Linear Programming. [PUB] [medi.]
Learning Best Features and Deformation Statistics for Hierarchical Registration of MR Brain Images. [PUB] [medi.]
Registration-Derived Estimates of Local Lung Expansion as Surrogates for Regional Ventilation. [PUB] [medi.]

MM

Adjusting route panoramas with condensed image slices. [PUB] [oth.]
Large head movement tracking using sift-based registration. [PUB] [pc.]
LogoSeeker: a system for detecting and matching logos in natural images. [PUB]

2006

CVPR

A General Framework and New Alignment Criterion for Dense Optical Flow. [PUB] [oth.]
Cosegmentation of Image Pairs by Histogram Matching - Incorporating a Global Constraint into MRFs. [PUB]
Coupled Bayesian Framework for Dual Energy Image Registration. [PUB]
Fully Automatic Registration of 3D Point Clouds. [PUB] [pc.]
Groupwise point pattern registration using a novel CDF-based Jensen-Shannon Divergence. [PUB] [pc.]
Image Matching Using Photometric Information. [PUB]
Learning a manifold-constrained map between image sets: applications to matching and pose estimation. [PUB]
New Method of Probability Density Estimation with Application to Mutual Information Based Image Registration. [PUB]
Non-rigid Image Registration Using Geometric Features and Local Salient Region Features. [PUB]
Nonparametric Priors on the Space of Joint Intensity Distributions for Non-Rigid Multi-Modal Image Registration. [PUB] [dep.]
Piecewise Image Registration in the Presence of Multiple Large Motions. [PUB] [oth.]
Scale-Driven Iterative Optimization for Brain Extraction and Registration. [PUB] [medi.]
Seamless Image Stitching of Scenes with Large Motions and Exposure Differences. [PUB] [oth.]
Shape Representation based on Integral Kernels: Application to Image Matching and Segmentation. [PUB] [oth.]
Simultaneous Registration and Modeling of Deformable Shapes. [PUB] [oth.]
The Registration Problem Revisited: Optimal Solutions From Points, Lines and Planes. [PUB] [pc.]
Unsupervised Learning of Categories from Sets of Partially Matching Image Features. [PUB] [dep.]

ECCV

Algebraic Methods for Direct and Feature Based Registration of Diffusion Tensor Images. [PUB]
Bilateral Filtering-Based Optical Flow Estimation with Occlusion Detection. [PUB] [oth.]
High Accuracy Optical Flow Serves 3-D Pose Tracking: Exploiting Contour and Flow Based Constraints. [PUB] [oth.]
Kernel-Predictability: A New Information Measure and Its Application to Image Registration. [PUB]
Space-Time-Scale Registration of Dynamic Scene Reconstructions. [PUB]
Top-Points as Interest Points for Image Matching. [PUB] [oth.]

TPAMI

Error Analysis of Robust Optical Flow Estimation by Least Median of Squares Methods for the Varying Illumination Model. [PUB] [oth.]
Multisensor Image Registration via Implicit Similarity. [PUB]
Optical Flow 3D Segmentation and Interpretation: A Variational Method with Active Curve Evolution and Level Sets. [PUB] [oth.]
Shape Registration in Implicit Spaces Using Information Theory and Free Form Deformations. [PUB] [medi.]

IJCV

A Novel Representation and Feature Matching Algorithm for Automatic Pairwise Registration of Range Images. [PUB] [pc.]
Geometry and Convergence Analysis of Algorithms for Registration of 3D Shapes. [PUB]
Piecewise-Smooth Dense Optical Flow via Level Sets. [PUB] [oth.]

TMI

3-D/2-D registration by integrating 2-D information in 3-D. [PUB] [medi.]
A Cross Validation Study of Deep Brain Stimulation Targeting: From Experts to Atlas-Based, Segmentation-Based and Automatic Registration Algorithms. [PUB] [medi.]
A protocol for evaluation of similarity measures for rigid registration. [PUB]
Biventricular myocardial strains via nonrigid registration of AnFigatomical NURBS models. [PUB]
Deformable segmentation of 3-D ultrasound prostate images using statistical texture matching method. [PUB]
Learning-based deformable registration of MR brain images. [PUB]
Lung motion correction on respiratory gated 3-D PET/CT images. [PUB]
Mammogram registration: a phantom-based evaluation of compressed Breast Thickness variation effects. [PUB] [medi.]
Nonlinear motion correction of respiratory-gated lung SPECT images. [PUB] [medi.]
Nonrigid 2-D/3-D Registration for Patient Specific Bronchoscopy Simulation With Statistical Shape Modeling: Phantom Validation. [PUB] [medi.]
Self-calibrating 3D-ultrasound-based bone registration for minimally invasive orthopedic surgery. [PUB] [medi.]
Super-resolution registration using tissue-classified distance fields. [PUB]
Validation of bone segmentation and improved 3-D registration using contour coherency in CT data. [PUB] [medi.]

MIA

An information theoretic approach for non-rigid image registration using voxel class probabilities. [PUB] [pc.]
Automatic elastic image registration by interpolation of 3D rotations and translations from discrete rigid-body transformations. [PUB]
Automatic registration of portal images and volumetric CT for patient positioning in radiation therapy. [PUB] [medi.]
Cadaver validation of intensity-based ultrasound to CT registration. [PUB] [medi.]
Deformable registration of brain tumor images via a statistical model of tumor-induced deformation. [PUB] [medi.]
Deformable registration of diffusion tensor MR images with explicit orientation optimization. [PUB] [medi.]
Intra-subject elastic registration of 3D ultrasound images. [PUB] [medi.]
Lagrangian frame diffeomorphic image registration: Morphometric comparison of human and chimpanzee cortex. [PUB]
Medical image registration with partial data. [PUB] [medi.]
Multi-modal image set registration and atlas formation. [PUB]
Normalized mutual information based registration using k-means clustering and shading correction. [PUB]
Piecewise affine registration of biological images for volume reconstruction. [PUB]
Retrospective evaluation of a topology preserving non-rigid registration method. [PUB]
Robust mosaicing with correction of motion distortions and tissue deformations for in vivo fibered microscopy. [PUB] [medi.]
Statistical representation of high-dimensional deformation fields with application to statistically constrained 3D warping. [PUB] [oth.]
Symmetric image registration. [PUB]

MICCAI

"Virtual Touch": An Efficient Registration Method for Catheter Navigation in Left Atrium. [PUB] [medi.]
2D/3D Registration for Measurement of Implant Alignment After Total Hip Replacement. [PUB]
3D/2D Model-to-Image Registration Applied to TIPS Surgery. [PUB] [medi.]
4D Shape Registration for Dynamic Electrophysiological Cardiac Mapping. [PUB] [medi.]
A High-Order Solution for the Distribution of Target Registration Error in Rigid-Body Point-Based Registration. [PUB]
A New Method for CT to Fluoroscope Registration Based on Unscented Kalman Filter. [PUB] [medi.]
A New Registration/Visualization Paradigm for CT-Fluoroscopy Guided RF Liver Ablation. [PUB] [medi.]
Affine and Deformable Registration Based on Polynomial Expansion. [PUB] [medi.]
Affine Registration of Diffusion Tensor MR Images. [PUB] [medi.]
Analytic Expressions for Fiducial and Surface Target Registration Error. [PUB] [medi.]
Automatic Point Landmark Matching for Regularizing Nonlinear Intensity Registration: Application to Thoracic CT Images. [PUB] [medi.]
Backward-Warping Ultrasound Reconstruction for Improving Diagnostic Value and Registration. [PUB] [medi.]
Biomechanically Based Elastic Breast Registration Using Mass Tensor Simulation. [PUB] [medi.]
Bronchoscope Tracking Based on Image Registration Using Multiple Initial Starting Points Estimated by Motion Prediction. [PUB] [medi.]
Diffeomorphic Registration Using B-Splines. [PUB] [medi.]
Evaluation on Similarity Measures of a Surface-to-Image Registration Technique for Ultrasound Images. [PUB] [medi.]
Fast Deformable Registration of 3D-Ultrasound Data Using a Variational Approach. [PUB] [medi.]
Fast Elastic Registration for Adaptive Radiotherapy. [PUB] [medi.]
Iconic Feature Registration with Sparse Wavelet Coefficients. [PUB] [medi.]
Improved Map-Slice-to-Volume Motion Correction with B0 Inhomogeneity Correction: Validation of Activation Detection Algorithms Using ROC Curve Analyses. [PUB] [medi.]
Integrated Four Dimensional Registration and Segmentation of Dynamic Renal MR Images. [PUB] [medi.]
Intensity Gradient Based Registration and Fusion of Multi-modal Images. [PUB] [medi.]
Intensity-Based Volumetric Registration of Contrast-Enhanced MR Breast Images. [PUB] [medi.]
Markerless Endoscopic Registration and Referencing. [PUB] [medi.]
Multi-modal Image Registration Using the Generalized Survival Exponential Entropy. [PUB] [medi.]
New CTA Protocol and 2D-3D Registration Method for Liver Catheterization. [PUB]
Non-rigid 2D-3D Registration with Catheter Tip EM Tracking for Patient Specific Bronchoscope Simulation. [PUB]
Non-rigid Registration of 3D Multi-channel Microscopy Images of Cell Nuclei. [PUB] [medi.]
Nonrigid 3D Brain Registration Using Intensity/Feature Information. [PUB] [medi.]
Performance Evaluation of Grid-Enabled Registration Algorithms Using Bronze-Standards. [PUB] [medi.]
Phase-Based Registration of Multi-view Real-Time Three-Dimensional Echocardiographic Sequences. [PUB] [medi.]
Physics-Based Elastic Image Registration Using Splines and Including Landmark Localization Uncertainties. [PUB] [medi.]
Piecewise-Quadrilateral Registration by Optical Flow - Applications in Contrast-Enhanced MR Imaging of the Breast. [PUB]
Preventing Signal Degradation During Elastic Matching of Noisy DCE-MR Eye Images. [PUB] [medi.]
Ray-Tracing Based Registration for HRCT Images of the Lungs. [PUB] [medi.]
Registration of Microscopic Iris Image Sequences Using Probabilistic Mesh. [PUB] [medi.]
Simultaneous Multiple Image Registration Method for T1 Estimation in Breast MRI Images. [PUB] [medi.]
Transformation Model and Constraints Cause Bias in Statistics on Deformation Fields. [PUB]
Using Registration Uncertainty Visualization in a User Study of a Simple Surgical Task. [PUB] [medi.]

MM

Interactive mosaic generation for video navigation. [PUB]

2005

CVPR

A Flow-Based Approach to Vehicle Detection and Background Mosaicking in Airborne Video. [PUB] [oth.]
Algebraically Accurate Volume Registration Using Euler's Theorem and the 3-D Pseudo-Polar FFT. [PUB]
Automatic 3D to 2D Registration for the Photorealistic Rendering of Urban Scenes. [PUB]
Coupled PDEs for Non-Rigid Registration and Segmentation. [PUB] [oth.]
Dynamosaics: Video Mosaics with Non-Chronological Time. [PUB] [oth.]
Efficient Image Matching with Distributions of Local Invariant Features. [PUB] [oth.]
Multi-Image Matching Using Multi-Scale Oriented Patches. [PUB]
Optical Flow Estimation and Segmentation of Multiple Moving Dynamic Textures. [PUB]
Range Data Registration Using Photometric Features. [PUB] [pc.]

ICCV

A Robust Algorithm for Point Set Registration Using Mixture of Gaussians. [PUB] [pc.]
Consistent Segmentation for Optical Flow Estimation. [PUB] [oth.]
Deformation Invariant Image Matching. [PUB] [oth.]
Efficiently Registering Video into Panoramic Mosaics. [PUB] [oth.]
Eliminating Structure and Intensity Misalignment in Image Stitching. [PUB] [oth.]
Image Statistics Based on Diffeomorphic Matching. [PUB]
On the Spatial Statistics of Optical Flow. [PUB]
Prior-Based Segmentation by Projective Registration and Level Sets. [PUB]
Registration of Multimodal Fluorescein Images Sequence of the Retina. [PUB]
The Pyramid Match Kernel: Discriminative Classification with Sets of Image Features. [PUB] [medi.]

TPAMI

Dynamic Trees for Unsupervised Segmentation and Matching of Image Regions. [PUB]
Guided-MLESAC: Faster Image Transform Estimation by Using Matching Priors. [PUB] [oth.]
Precision Range Image Registration Using a Robust Surface Interpenetration Measure and Enhanced Genetic Algorithms. [PUB] [pc.]
The Angular Difference Function and Its Application to Image Registration. [PUB]

IJCV

Adaptive Grid Refinement Procedures for Efficient Optical Flow Computation. [PUB] [oth.]

TMI

A Comparison of a Similarity-Based and a Feature-Based 2-D-3-D Registration Method for Neurointerventional Use. [PUB]
A registration framework for the comparison of mammogram sequences. [PUB] [medi.]
A three-dimensional registration method for automated fusion of micro PET-CT-SPECT whole-body images. [PUB]
Fast generation of digitally reconstructed radiographs using attenuation fields with application to 2D-3D image registration. [PUB]
Large deformation diffeomorphic metric mapping of vector fields. [PUB] [medi.]
Model-based segmentation of medical imagery by matching distributions. [PUB]
Prospective motion correction of X-ray images for coronary interventions. [PUB]
Registration-assisted segmentation of real-time 3-D echocardiographic data using deformable models. [PUB]
Robust nonrigid registration to capture brain shift from intraoperative MRI. [PUB]
Spatio-temporal nonrigid registration for ultrasound cardiac motion estimation. [PUB]
Standardized evaluation methodology for 2-D-3-D registration. [PUB]

MIA

A non-rigid registration approach for quantifying myocardial contraction in tagged MRI using generalized information measures. [PUB] [medi.]
Efficient multi-modal dense field non-rigid registration: alignment of histological and section images. [PUB] [medi.]
Erratum to: "Validation of dynamic heart models obtained using non-linear registration for virtual reality training, planning, and guidance of minimally invasive cardiac surgeries" [Medical Image Analysis 8 (2004) 387-401]. [PUB] [medi.]
Phase mutual information as a similarity measure for registration. [PUB]
Polyrigid and polyaffine transformations: A novel geometrical tool to deal with non-rigid deformations - Application to the registration of histological slices. [PUB]
Scale-invariant registration of monocular endoscopic images to CT-scans for sinus surgery. [PUB] [medi.]
Spatio-temporal free-form registration of cardiac MR image sequences. [PUB] [medi.]
Thoracic non-rigid registration combining self-organizing maps and radial basis functions. [PUB]
Towards a model of lung biomechanics: pulmonary kinematics via registration of serial lung images. [PUB] [medi.]

MICCAI

2D/3D Deformable Registration Using a Hybrid Atlas. [PUB] [medi.]
3-D Diffeomorphic Shape Registration on Hippocampal Data Sets. [PUB] [medi.]
3D Model-Based Approach to Lung Registration and Prediction of Respiratory Cardiac Motion. [PUB] [medi.]
A Novel Incremental Technique for Ultrasound to CT Bone Surface Registration Using Unscented Kalman Filtering. [PUB]
A Unifying Approach to Registration, Segmentation, and Intensity Correction. [PUB] [medi.]
A Variational PDE Based Level Set Method for a Simultaneous Segmentation and Non-rigid Registration. [PUB] [medi.]
Accurate Image Registration for Quadrature Tomographic Microscopy. [PUB] [medi.]
Adaptive Subdivision for Hierarchical Non-rigid Registration of Multi-modal Images Using Mutual Information. [PUB] [medi.]
Articulated Rigid Registration for Serial Lower-Limb Mouse Imaging. [PUB] [medi.]
Automatic 4-D Registration in Dynamic MR Renography Based on Over-Complete Dyadic Wavelet and Fourier Transforms. [PUB] [medi.]
Automatic Patient Registration for Port Placement in Minimally Invasixe Endoscopic Surgery. [PUB] [medi.]
Automatic Registration and Fusion of Ultrasound with CT for Radiotherapy. [PUB] [medi.]
Automatic Segmentation of the Left Ventricle in 3D SPECT Data by Registration with a Dynamic Anatomic Model. [PUB] [medi.]
Comparison of Simultaneous and Sequential Two-View Registration for 3D/2D Registration of Vascular Images. [PUB] [medi.]
Consistent Estimation of Cardiac Motions by 4D Image Registration. [PUB] [medi.]
Construction of a 4D Statistical Atlas of the Cardiac Anatomy and Its Use in Classification. [PUB] [medi.]
Cross Validation of Experts Versus Registration Methods for Target Localization in Deep Brain Stimulation. [PUB] [medi.]
Dynamic 3D Ultrasound and MR Image Registration of the Beating Heart. [PUB] [medi.]
Elastic Registration of 3D Ultrasound Images. [PUB] [medi.]
Fast DRR Generation for 2D/3D Registration. [PUB]
Generalised Overlap Measures for Assessment of Pairwise and Groupwise Image Registration and Segmentation. [PUB] [medi.]
Hybrid Bronchoscope Tracking Using a Magnetic Tracking Sensor and Image Registration. [PUB] [medi.]
Hybrid Formulation of the Model-Based Non-rigid Registration Problem to Improve Accuracy and Robustness. [PUB] [medi.]
Incorporating Statistical Measures of Anatomical Variability in Atlas-to-Subject Registration for Conformal Brain Radiotherapy. [PUB] [medi.]
Inter-breath-hold Registration for the Production of High Resolution Cardiac MR Volumes. [PUB] [medi.]
Inter-frame Motion Correction for MR Thermometry. [PUB] [medi.]
Interpolation Artefacts in Non-rigid Registration. [PUB] [medi.]
Iterative 3D Point-Set Registration Based on Hierarchical Vertex Signature (HVS). [PUB] [medi.]
Learning Based Non-rigid Multi-modal Image Registration Using Kullback-Leibler Divergence. [PUB] [medi.]
Learning Best Features for Deformable Registration of MR Brains. [PUB] [medi.]
Least Biased Target Selection in Probabilistic Atlas Construction. [PUB] [medi.]
Liver Registration for the Follow-Up of Hepatic Tumors. [PUB] [medi.]
Mass Preserving Registration for Heart MR Images. [PUB] [medi.]
Maximum a Posteriori Local Histogram Estimation for Image Registration. [PUB] [medi.]
Mosaicing of Confocal Microscopic In Vivo Soft Tissue Video Sequences. [PUB] [medi.]
Multispectral MR to X-Ray Registration of Vertebral Bodies by Generating CT-Like Data. [PUB]
Myocardial Motion Estimation in Tagged MR Sequences by Using alphaMI-Based Non Rigid Registration. [PUB] [medi.]
Plaque and Stent Artifact Reduction in Subtraction CT Angiography Using Nonrigid Registration and a Volume Penalty. [PUB] [medi.]
Reconstruction-Based 3D/2D Image Registration. [PUB] [medi.]
Registration and Integration for Fluoroscopy Device Enhancement. [PUB] [medi.]
Respiratory Motion Correction in Emission Tomography Image Reconstruction. [PUB] [medi.]
Riemannian Elasticity: A Statistical Regularization Framework for Non-linear Registration. [PUB] [medi.]
Robot-Assisted Image-Guided Targeting for Minimally Invasive Neurosurgery: Planning, Registration, and In-vitro Experiment. [PUB] [medi.]
Self-Calibrating Ultrasound-to-CT Bone Registration. [PUB] [medi.]
Simultaneous Registration and Segmentation of Anatomical Structures from Brain MRI. [PUB] [medi.]
Stochastic Inverse Consistency in Medical Image Registration. [PUB] [medi.]
Tracer Kinetic Model-Driven Registration for Dynamic Contrast Enhanced MRI Time Series. [PUB] [medi.]
Two-Stage Registration for Real-Time Deformable Compensation Using an Electromagnetic Tracking Device. [PUB] [medi.]
Unified Point Selection and Surface-Based Registration Using a Particle Filter. [PUB] [medi.]

IPMI

A Framework for Registration, Statistical Characterization and Classification of Cortically Constrained Functional Imaging Data. [PUB] [medi.]
A Novel Parametric Method for Non-rigid Image Registration. [PUB] [medi.]
A Unified Information-Theoretic Approach to Groupwise Non-rigid Registration and Model Building. [PUB] [medi.]
Capturing Anatomical Shape Variability Using B-Spline Registration. [PUB] [medi.]
Construction and Validation of Mean Shape Atlas Templates for Atlas-Based Brain Image Segmentation. [PUB] [medi.]
Cortical Surface Alignment Using Geometry Driven Multispectral Optical Flow. [PUB]
Diffeomorphic Nonlinear Transformations: A Local Parametric Approach for Image Registration. [PUB] [medi.]
Inverse Consistent Mapping in 3D Deformable Image Registration: Its Construction and Statistical Properties. [PUB] [medi.]
Multi-dimensional Mutual Information Based Robust Image Registration Using Maximum Distance-Gradient-Magnitude. [PUB] [medi.]
Multimodality Image Registration Using an Extensible Information Metric and High Dimensional Histogramming. [PUB] [medi.]
Robust Nonrigid Multimodal Image Registration Using Local Frequency Maps. [PUB] [medi.]
Simultaneous Segmentation and Registration of Contrast-Enhanced Breast MRI. [PUB] [medi.]
Spherical Navigator Registration Using Harmonic Analysis for Prospective Motion Correction. [PUB] [medi.]
The Role of Non-Overlap in Image Registration. [PUB] [medi.]
Transitive Inverse-Consistent Manifold Registration. [PUB] [medi.]

MOBICOM

Model T: an empirical model for user registration patterns in a campus wireless LAN. [PUB] [data.]

2004

CVPR

Affine Image Registration Using a New Information Metric. [PUB]
Covariance-Driven Mosaic Formation from Sparsely-Overlapping Image Sets with Application to Retinal Image Mosaicing. [PUB] [oth.]
Direct Super-Resolution and Registration Using Raw CFA Images. [PUB]
Error Analysis for a Navigation Algorithm Based on Optical-Flow and a Digital Terrain Map. [PUB]
High Resolution Video Mosaicing with Global Alignment. [PUB]
Registration of Diffusion Tensor Images. [PUB]

ECCV

A Correlation-Based Approach to Robust Point Set Registration. [PUB] [pc.]
A Topology Preserving Non-rigid Registration Method Using a Symmetric Similarity Function-Application to 3-D Brain Images. [PUB] [medi.]
Generalized Histogram: Empirical Optimization of Low Dimensional Features for Image Matching. [PUB] [oth.]
Groupwise Diffeomorphic Non-rigid Registration for Automatic Model Building. [PUB]
High Accuracy Optical Flow Estimation Based on a Theory for Warping. [PUB] [oth.]
Matching Tensors for Automatic Correspondence and Registration. [PUB]
On Refractive Optical Flow. [PUB] [oth.]
Seamless Image Stitching in the Gradient Domain. [PUB] [oth.]
Stitching and Reconstruction of Linear-Pushbroom Panoramic Images for Planar Scenes. [PUB] [oth.]

AAAI

Visual Odometry Using Commodity Optical Flow. [PUB] [oth.]

TPAMI

Generalized Parallel-Perspective Stereo Mosaics from Airborne Video. [PUB]
Point Matching under Large Image Deformations and Illumination Changes. [PUB] [oth.]

IJCV

A Probabilistic Criterion to Detect Rigid Point Matches Between Two Images and Estimate the Fundamental Matrix. [PUB] [oth.]
Constraint Based Region Matching for Image Retrieval. [PUB]
Optimal Mass Transport for Registration and Warping. [PUB]

TMI

Analysis of 3-D myocardial motion in tagged MR images using nonrigid image registration. [PUB]
Constructing diffeomorphic representations for the groupwise analysis of nonrigid registrations of medical images. [PUB]
f-information measures in medical image registration. [PUB] [medi.]
Improvement of depth position in 2-D/3-D registration of knee implants using single-plane fluoroscopy. [PUB] [medi.]
Intensity-based image registration using robust correlation coefficients. [PUB] [medi.]
Long bone panoramas from fluoroscopic X-ray images. [PUB] [medi.]
Multimodal registration of retinal images using self organizing maps. [PUB] [medi.]
Predictive cardiac motion modeling and correction with partial least squares regression. [PUB] [medi.]
Registration of real-time 3-D ultrasound images of the heart for novel 3-D stress echocardiography. [PUB] [medi.]
Registration-based interpolation. [PUB] [medi.]
Spatial transformation of motion and deformation fields using nonrigid registration. [PUB]

MIA

Adaptive registration using local information measures. [PUB]
Grid powered nonlinear image registration with locally adaptive regularization. [PUB]
Registration of freehand 3D ultrasound and magnetic resonance liver images. [PUB] [medi.]
Registration of medical images using an interpolated closest point transform: method and validation. [PUB] [medi.]
Validation of dynamic heart models obtained using non-linear registration for virtual reality training, planning, and guidance of minimally invasive cardiac surgeries. [PUB] [medi.]

MICCAI

3D/4D Cardiac Segmentation Using Active Appearance Models, Non-rigid Registration, and the Insight Toolkit. [PUB] [medi.]
: Multi-subject Registration for Unbiased Statistical Atlas Construction. [PUB] [medi.]
A Framework for Detailed Objective Comparison of Non-rigid Registration Algorithms in Neuroimaging. [PUB] [medi.]
An Uncertainty-Driven Hybrid of Intensity-Based and Feature-Based Registration with Application to Retinal and Lung CT Images. [PUB] [medi.]
Automatic Estimation of Error in Voxel-Based Registration. [PUB]
Comparison of Different Global and Local Automatic Registration Schemes: An Application to Retinal Images. [PUB] [medi.]
Construction of a Brain Template from MR Images Using State-of-the-Art Registration and Segmentation Techniques. [PUB] [medi.]
Contrast-Invariant Registration of Cardiac and Renal MR Perfusion Images. [PUB] [medi.]
Control System for MR-Guided Cryotherapy - Short-Term Prediction of Therapy Boundary Using Automatic Segmentation and 3D Optical Flow. [PUB]
Correction of Accidental Patient Motion for Online MR Thermometry. [PUB] [medi.]
Deformable Registration of Tumor-Diseased Brain Images. [PUB] [medi.]
Determination of Aortic Distensibility Using Non-rigid Registration of Cine MR Images. [PUB] [medi.]
Estimating Mechanical Brain Tissue Properties with Simulation and Registration. [PUB] [medi.]
Evaluation of Registration of Ictal SPECT/MRI Data Using Statistical Similarity Methods. [PUB] [medi.]
Fast and Accurate Bronchoscope Tracking Using Image Registration and Motion Prediction. [PUB] [medi.]
Fast Non-linear Elastic Registration in 2D Medical Image. [PUB] [medi.]
Fast Rigid 2D-2D Multimodal Registration. [PUB] [medi.]
Hardware-Assisted 2D/3D Intensity-Based Registration for Assessing Patellar Tracking. [PUB] [medi.]
Image Registration by Hierarchical Matching of Local Spatial Intensity Histograms. [PUB] [medi.]
Improved Motion Correction in fMRI by Joint Mapping of Slices into an Anatomical Volume. [PUB] [medi.]
Improved Non-rigid Registration of Prostate MRI. [PUB] [medi.]
Improved Regional Analysis of Oxygen-Enhanced Lung MR Imaging Using Image Registration. [PUB] [medi.]
Integrated Intensity and Point-Feature Nonrigid Registration. [PUB] [medi.]
Mapping Template Heart Models to Patient Data Using Image Registration. [PUB] [medi.]
Motion Correction in fMRI by Mapping Slice-to-Volume with Concurrent Field-Inhomogeneity Correction. [PUB] [medi.]
Multiresolution Image Registration Based on Kullback-Leibler Distance. [PUB] [medi.]
Non-rigid Atlas to Subject Registration with Pathologies for Conformal Brain Radiotherapy. [PUB] [medi.]
Non-rigid Atlas-to-Image Registration by Minimization of Class-Conditional Image Entropy. [PUB] [medi.]
Non-rigid Multimodal Image Registration Using Local Phase. [PUB] [medi.]
Nonrigid Image Registration Using Free-Form Deformations with a Local Rigidity Constraint. [PUB] [medi.]
Parallel Optimization Approaches for Medical Image Registration. [PUB] [medi.]
Portal Vein Registration for the Follow-Up of Hepatic Tumours. [PUB] [medi.]
Precalibration Versus 2D-3D Registration for 3D Guide Wire Display in Endovascular Interventions. [PUB]
Profile Scale-Spaces for Multiscale Image Match. [PUB] [medi.]
Progressive Attenuation Fields: Fast 2D-3D Image Registration Without Precomputation. [PUB] [medi.]
Registration Using Segment Intensity Remapping and Mutual Information. [PUB] [medi.]
Registration-Based Interpolation Using a High-Resolution Image for Guidance. [PUB] [medi.]
Rigid and Deformable Vasculature-to-Image Registration: A Hierarchical Approach. [PUB] [medi.]
Rigid Registration of Freehand 3D Ultrasound and CT-Scan Kidney Images. [PUB] [medi.]
Robot-Assisted Distal Locking of Long Bone Intramedullary Nails: Localization, Registration, and In Vitro Experiments. [PUB] [medi.]
Robust Generalized Total Least Squares Iterative Closest Point Registration. [PUB]
Simultaneous Segmentation and Registration for Medical Image. [PUB] [medi.]
Spatial-Stiffness Analysis of Surface-Based Registration. [PUB] [medi.]
Standardized Evaluation of 2D-3D Registration. [PUB]
Surface-Based Registration with a Particle Filter. [PUB] [medi.]
Texture Based Mammogram Registration Using Geodesic Interpolating Splines. [PUB] [medi.]
Ventricle Registration for Inter-subject White Matter Lesion Analysis. [PUB] [medi.]
Volume Preserving Image Registration. [PUB]

MM

Detecting image near-duplicate by stochastic attributed relational graph matching with learning. [PUB]

2003

CVPR

Automated Feature-Based Range Registration of Urban Scenes of Large Scale. [PUB] [pc.]
Implicit similarity: a new approach to multi-sensor image registration. [PUB]
Multi-modal image registration by minimizing Kullback-Leibler distance between expected and observed joint class histograms. [PUB]
Word Image Matching Using Dynamic Time Warping. [PUB] [oth.]

ICCV

Assessing Accuracy Factors in Deformable 2D/3D Medical Image Registration Using a Statistical Pelvis Model. [PUB]
Bayesian Clustering of Optical Flow Fields. [PUB]
Fast Intensity-based 2D-3D Image Registration of Clinical Data Using Light Fields. [PUB]
Image Registration with Global and Local Luminance Alignment. [PUB]
Variable Bandwidth QMDPE and Its Application in Robust Optical Flow Estimation. [PUB] [oth.]

IJCAI

An Extension of the ICP Algorithm for Modeling Nonrigid Objects with Mobile Robots. [PUB] [pc.]

TPAMI

A Condition Number for Point Matching with Application to Registration and Postregistration Error Estimation. [PUB]
Document Image Recognition Based on Template Matching of Component Block Projections. [PUB]
Estimating Piecewise-Smooth Optical Flow with Global Matching and Graduated Optimization. [PUB] [oth.]
Frame-Rate Spatial Referencing Based on Invariant Indexing and Alignment with Application to Online Retinal Image Registration. [PUB]
Outlier Modeling in Image Matching. [PUB]

IJCV

Deformotion: Deforming Motion, Shape Average and the Joint Registration and Approximation of Structures in Images. [PUB]
Guest Editorial-Medial & Medical: A Good Match for Image Analysis. [PUB] [medi.]
Registration and Analysis of Vascular Images. [PUB]

TMI

3-D/2-D Registration of CT and MR to X-ray Images. [PUB] [medi.]
A Comparison of Methods for Mammogram Registration. [PUB] [medi.]
A Penalized-Likelihood Image Reconstruction Method for Emission Tomography, Compared to Post-Smoothed Maximum-Likelihood with Matched Spatial Resolution. [PUB] [medi.]
A registration-based approach to quantify Flow-Mediated Dilation (FMD) of the brachial artery in ultrasound image sequences. [PUB] [medi.]
A robust method for registration of three-dimensional knee implant models to two-dimensional fluoroscopy images. [PUB] [medi.]
Automatic Construction of 3D Statistical Deformation Models of the Brain using Non-Rigid Registration. [PUB]
Construction of an Abdominal Probabilistic Atlas and its Application in Segmentation. [PUB] [medi.]
Correction of "Interpolation Artifacts in Multimodality Image Registration Based on Maximization of Mutual Information". [PUB] [medi.]
Cortical Surface Registration for Image-Guided Neurosurgery Using Laser-Range Scanning. [PUB]
Coupling Dense and Landmark-based Approaches for Non Rigid Registration. [PUB] [medi.]
Elastic Registration in the Presence of Intensity Variations. [PUB] [medi.]
Entropy-Based, Dual-Portal-to-3DCT Registration Incorporating Pixel Correlation. [PUB] [medi.]
Further Analysis of Interpolation Effects in Mutual Information-Based Image Registration. [PUB] [medi.]
Gradient-Based 2D/3D Rigid Registration of Fluoroscopic X-ray to CT. [PUB] [medi.]
Image Registration. [PUB] [medi.]
Incorporating a Measure of Local Scale in Voxel-Based 3D Image Registration. [PUB]
Intensity based 2D-3D registration of cerebral angiograms. [PUB]
Interpolation Artifacts in Multimodality Image Registration Based on Maximization of Mutual Information. [PUB]
Mutual Information Based CT-MR Brain Image Registration Using Generalized Partial Volume Joint Histogram Estimation. [PUB] [medi.]
Mutual Information Based Registration of Medical Images: A Survey. [PUB]
PET-CT Image Registration in the Chest Using Free-form Deformations. [PUB] [medi.]
Practical Aspects of a Data-Driven Motion Correction Approach for Brain SPECT. [PUB] [medi.]
Rapid Registration for Wide Field-of-View Freehand 3D Ultrasound. [PUB] [medi.]
Registration and Fusion of Retinal Images - An Evaluation Study. [PUB] [medi.]
Registration and tracking to integrate x-ray and MR images in an XMR facility. [PUB] [medi.]
Simultaneous Registration and Activation Detection for fMRI. [PUB] [medi.]
Slice to Volume Registration and its Potential Application to Interventional MRI Guided Radiofrequency Thermal Ablation of Prostate Cancer. [PUB]
The Adaptive Bases Algorithm for Intensity Based Nonrigid Image Registration. [PUB]
The Dual Bootstrap Iterative Closest Point Algorithm with Application to Retinal Image Registration. [PUB]
Validation of Non-Rigid Image Registration sing Finite Element Methods: Application to Breast MR Images. [PUB]
Volume Registration Using Needle Paths and Point Landmarks for Evaluation of Interventional MRI Treatments. [PUB]
Volume-Preserving Non-Rigid Registration of MR Breast Images Using Free-Form Deformation with an Incompressibility Constraint. [PUB] [medi.]

MIA

A similarity measure for nonrigid volume registration using known joint distribution of targeted tissue: Application to dynamic CT data of the liver. [PUB]. [medi.]
A unified non-rigid feature registration method for brain mapping. [PUB]. [medi.]
MAP MRF joint segmentation and registration of medical images. [PUB]. [medi.]
Robust registration for computer-integrated orthopedic surgery: Laboratory validation and clinical experience. [PUB]. [medi.]

MICCAI

2-D to 3-D Refinement of Post Mortem Optical and MRI Co-registration. [PUB] [medi.]
3D Elastic Registration of Vessel Lumen from IVUS Data on Biplane Angiography. [PUB] [medi.]
A Spatial-Stiffness Analysis of Fiducial Registration Accuracy. [PUB] [medi.]
A Topology Preserving Method for 3-D Non-rigid Brain Image Registration. [PUB] [medi.]
Anatomically Guided Registration of Whole Body Mouse MR Images. [PUB] [medi.]
Application of XMR 2D-3D Registration to Cardiac Interventional Guidance. [PUB]
Automated Segmentation of 3D US Prostate Images Using Statistical Texture-Based Matching Method. [PUB] [medi.]
Comparison of Local External Force Functions for Non-rigid Registration of 3D Medical Images. [PUB] [medi.]
Comparison of Registration Procedures of the Tibia in Robot-Assisted Total Knee Arthroplasty. [PUB] [medi.]
Computing 3D Non-rigid Brain Registration Using Extended Robust Point Matching for Composite Multisubject fMRI Analysis. [PUB] [medi.]
Cortical Shift Tracking Using a Laser Range Scanner and Deformable Registration Methods. [PUB]
Deformable Registration of Cortical Structures via Hybrid Volumetric and Surface Warping. [PUB] [medi.]
Design and Implementation of Parallel Nonrigid Image Registration Using Off-the-Shelf Supercomputers. [PUB] [medi.]
Determining Epicardial Surface Motion Using Elastic Registration: Towards Virtual Reality Guidance of Minimally Invasive Cardiac Interventions. [PUB] [medi.]
Disease-Oriented Evaluation of Dual-Bootstrap Retinal Image Registration. [PUB] [medi.]
Effective Intensity-Based 2D/3D Rigid Registration between Fluoroscopic X-Ray and CT. [PUB] [medi.]
Geostatistical Medical Image Registration. [PUB] [medi.]
Grid Enabled Non-rigid Registration with a Dense Transformation and a priori Information. [PUB] [medi.]
Grid Refinement in Adaptive Non-rigid Registration. [PUB] [medi.]
Groupwise Non-rigid Registration Using Polyharmonic Clamped-Plate Splines. [PUB] [medi.]
Image Registration and Fusion for Interventional MRI Guided Thermal Ablation of the Prostate Cancer. [PUB] [medi.]
Integration of Projection Profile Matching into Clinical MR Scanner System for Real-Time Organ Tracking and Image Registration. [PUB] [medi.]
Intensity-Based 2D-3D Spine Image Registration Incorporating One Fiducial Marker. [PUB] [medi.]
Iterating Registration and Activation Detection to Overcome Activation Bias in fMRI Motion Estimates. [PUB] [medi.]
Lung Deformation Estimation with Non-rigid Registration for Radiotherapy Treatment. [PUB] [medi.]
Multiresolution Biomedical Image Registration Using Generalized Information Measures. [PUB] [medi.]
New Image Similarity Measure for Bronchoscope Tracking Based on Image Registration. [PUB] [medi.]
Non-rigid Registration of 3D Ultrasound Images of Brain Tumours Acquired during Neurosurgery. [PUB] [medi.]
Polyrigid and Polyaffine Transformations: A New Class of Diffeomorphisms for Locally Rigid or Affine Registration. [PUB]
pq-Space Based 2D/3D Registration for Endoscope Tracking. [PUB]
Registration of Organ Surface with Intra-operative 3D Ultrasound Image Using Genetic Algorithm. [PUB] [medi.]
Registration, Matching, and Data Fusion in 2D/3D Medical Imaging: Application to DSA and MRA. [PUB] [medi.]
Segmentation, Registration, and Deformation Analysis of 3D MR Images of Mice. [PUB] [medi.]
Support Vector Machine Density Estimator as a Generalized Parzen Windows Estimator for Mutual Information based Image Registration. [PUB] [medi.]
Temporal Lobe Epilepsy Lateralization Based on MR Image Intensity and Registration Features. [PUB] [medi.]
Tissue-Based Affine Registration of Brain Images to form a Vascular Density Atlas. [PUB] [medi.]
Vascular Atlas Formation Using a Vessel-to-Image Affine Registration Method. [PUB] [medi.]

IPMI

A Unified Statistical and Information Theoretic Framework for Multi-modal Image Registration. [PUB] [medi.]
A View-Based Approach to Registration: Theory and Application to Vascular Image Registration. [PUB] [medi.]
Bayesian Multimodality Non-rigid Image Registration via Conditional Density Estimation. [PUB] [medi.]
Constructing Diffeomorphic Representations of Non-rigid Registrations of Medical Images. [PUB] [medi.]
Construction of a Statistical Model for Cardiac Motion Analysis Using Nonrigid Image Registration. [PUB] [medi.]
Gray Scale Registration of Mammograms Using a Model of Image Acquisition. [PUB] [medi.]
Improving Appearance Model Matching Using Local Image Structure. [PUB] [medi.]
Information Theoretic Similarity Measures in Non-rigid Registration. [PUB] [medi.]
Large Deformation Inverse Consistent Elastic Image Registration. [PUB] [medi.]
Non-rigid Image Registration Using a Statistical Spline Deformation Model. [PUB] [medi.]
Topology Preservation and Regularity in Estimated Deformation Fields. [PUB]
Velocity Estimation in Ultrasound Images: A Block Matching Approach. [PUB] [medi.]

INFOCOM

Paging and Registration in Cellular Networks: Jointly Optimal Policies an d an Iterative Algorithm. [PUB]

2002

ECCV

A New Image Registration Technique with Free Boundary Constraints: Application to Mammography. [PUB] [medi.]
Coarse Registration of Surface Patches with Local Symmetries. [PUB]
DEFORMOTION: Deforming Motion, Shape Average and the Joint Registration and Segmentation of Images. [PUB]
Image Registration for Foveated Omnidirectional Sensing. [PUB]
Is Super-Resolution with Optical Flow Feasible?. [PUB] [oth.]
Matching Distance Functions: A Shape-to-Area Variational Approach for Global-to-Local Registration. [PUB]
Model Acquisition by Registration of Multiple Acoustic Range Views. [PUB]
Multi-scale EM-ICP: A Fast and Robust Approach for Surface Registration. [PUB] [pc.]
Multi-view Matching for Unordered Image Sets, or "How Do I Organize My Holiday Snaps?". [PUB]
Multiview Registration of 3D Scenes by Minimizing Error between Coordinate Frames. [PUB]
Registration Assisted Image Smoothing and Segmentation. [PUB]
Symmetrical Dense Optical Flow Estimation with Occlusions Detection. [PUB] [oth.]
The Localized Consistency Principle for Image Matching under Non-uniform Illumination Variation and Affine Distortion. [PUB] [oth.]
Video Summaries through Mosaic-Based Shot and Scene Clustering. [PUB] [oth.]

TPAMI

A Feature-Based Technique for Joint Linear Estimation of High-Order Image-to-Mosaic Transformations: Mosaicing the Curved Human Retina. [PUB] [oth.]
A Frequency Domain Technique for Range Data Registration. [PUB] [pc.]
A Region-Based Fuzzy Feature Matching Approach to Content-Based Image Retrieval. [PUB]
Adjusting Shape Parameters Using Model-Based Optical Flow Residuals. [PUB] [oth.]
ICP Registration Using Invariant Features. [PUB] [pc.]
Match Propagation for Image-Based Modeling and Rendering. [PUB]
Maximum-Likelihood Image Matching. [PUB] [oth.]
Optical Flow in Log-Mapped Image Plane-A New Approach. [PUB] [oth.]
Surfacing Signatures: An Orientation Independent Free-Form Surface Representation Scheme for the Purpose of Objects Registration and Matching. [PUB] [medi.]

IJCV

Correction to Construction of Panoramic Image Mosaics with Global and Local Alignment. [PUB] [oth.]
Variational Methods for Multimodal Image Matching. [PUB] [oth.]

TMI

A Review of Cardiac Image Registration Methods. [PUB]
Automatic Fusion of Freehand Endoscopic Brain Images to Three-Dimensional Surfaces: Creating Stereoscopic Panoramas. [PUB]
Computational Cost of Non-Rigid Registration Algorithms Based on Fluid Dynamics. [PUB] [medi.]
Consistent Landmark and Intensity-based Image Registration. [PUB] [medi.]
Local Frequency Representations for Robust Multimodal Image Registration. [PUB]
Method for Three Dimensional Data Registration from Disparate Imaging Modalities. [PUB] [medi.]
Model Evaluation and Calibration for Prospective Respiratory Motion Correction in Coronary MR Angiography Based on 3D Image Registration. [PUB]
Mutual Information-Based Rigid and Nonrigid Registration of Ultrasound Volumes. [PUB]
Non-rigid registration of 3-D free-hand ultrasound images of the breast. [PUB]
Phase-Based Multidimensional Volume Registration. [PUB] [medi.]
Quantification of Small Cerebral Ventricular Volume Changes in Treated Growth Hormone Patients using Non-Rigid Registration. [PUB]
Rapid Elastic Image Registration for 3D Ultrasound. [PUB] [medi.]
Volume Image Registration by Cross-Entropy Optimization. [PUB]
What is the best similarity measure for motion correction in fMRI time series?. [PUB] [medi.]

MIA

Nonrigid registration of 3D tensor medical data. [PUB]. [medi.]
Serial registration of intraoperative MR images of the brain. [PUB]. [medi.]
Tracking of a bronchoscope using epipolar geometry analysis and intensity-based image registration of real and virtual endoscopic images. [PUB]. [oth.]

MICCAI

"Gold Standard" 2D/3D Registration of X-Ray to CT and MR Images. [PUB] [medi.]
2D-3D Intensity Based Registration of DSA and MRA - A Comparison of Similarity Measures. [PUB] [medi.]
3D-Visualization and Registration for Neurovascular Compression Syndrome Analysis. [PUB] [medi.]
A Comparison of 2D-3D Intensity-Based Registration and Feature-Based Registration for Neurointerventions. [PUB] [medi.]
A New Similarity Measure for Nonrigid Volume Registration Using Known Joint Distribution of Target Tissue: Application to Dynamic CT Data of the Liver. [PUB] [medi.]
A Novel Image Similarity Measure for Registration of 3-D MR Images and X-Ray Projection Images. [PUB] [medi.]
A Viscous Fluid Model for Multimodal Non-rigid Image Registration Using Mutual Information. [PUB] [medi.]
Atlas-Based Segmentation and Tracking of 3D Cardiac MR Images Using Non-rigid Registration. [PUB] [medi.]
Brownian Warps: A Least Committed Prior for Non-rigid Registration. [PUB] [medi.]
Co-registration of Histological, Optical and MR Data of the Human Brain. [PUB] [medi.]
Comparison of Cardiac Motion Across Subjects Using Non-rigid Registration. [PUB] [medi.]
Cortical Surface Registration Using Texture Mapped Point Clouds and Mutual Information. [PUB]
Incorporating Non-rigid Registration into Expectation Maximization Algorithm to Segment MR Images. [PUB] [medi.]
Integrated Image Registration for Cardiac MR Perfusion Data. [PUB] [medi.]
Inter Subject Registration of Functional and Anatomical Data Using SPM. [PUB] [medi.]
Intra-patient Prone to Supine Colon Registration for Synchronized Virtual Colonoscopy. [PUB] [medi.]
MAP MRF Joint Segmentation and Registration. [PUB] [medi.]
Multi-modal Image Registration by Minimising Kullback-Leibler Distance. [PUB] [medi.]
Myocardial Delineation via Registration in a Polar Coordinate System. [PUB] [medi.]
Non-rigid Registration with Use of Hardware-Based 3D Bézier Functions. [PUB] [medi.]
Nonrigid Registration Using Regularized Matching Weighted by Local Structure. [PUB] [medi.]
Preoperative Analysis of Optimal Imaging Orientation in Fluoroscopy for Voxel-Based 2-D/3-D Registration. [PUB]
Projection Profile Matching for Intraoperative MRI Registration Embedded in MR Imaging Sequence. [PUB] [medi.]
Registration of Preoperative CTA and Intraoperative Fluoroscopic images for Assisting Aortic Stent Grafting. [PUB] [medi.]
Robust Registration of Multi-modal Images: Towards Real-Time Clinical Applications. [PUB] [medi.]
Specification Method of Surface Measurement for Surgical Navigation: Ridgeline Based Organ Registration. [PUB] [medi.]
Using Points and Surfaces to Improve Voxel-Based Non-rigid Registration. [PUB] [medi.]
Validation of Volume-Preserving Non-rigid Registration: Application to Contrast-Enhanced MR-Mammography. [PUB] [medi.]

2001

CVPR

2D-3D Rigid Registration of X-Ray Fluoroscopy and CT Images Using Mutual Information and Sparsely Sampled Histogram Estimators. [PUB]
3D Reconstruction from 360 x 360 Mosaics. [PUB]
Dense Image Matching with Global and Local Statistical Criteria: A Variational Approach. [PUB]
Eliminating Ghosting and Exposure Artifacts in Image Mosaics. [PUB]
Fast Focal Length Solution in Partial Panoramic Image Stitching. [PUB] [oth.]
Geocoded Terrestrial Mosaics Using Pose Sensors and Video Registration. [PUB]
Image Registration by Aligning Entropies. [PUB]
Local Gradient, Global Matching, Piecewise-Smooth Optical Flow. [PUB] [oth.]
Matching of Double-Sided Document Images to Remove Interference. [PUB]
Registration via Direct Methods: A Statistical Approach. [PUB]

ICCV

Accurate Optical Flow in Noisy Image Sequences. [PUB] [oth.]
Automatic Registration of 2-D with 3-D Imagery in Urban Environments. [PUB] [pc.]
Concentric Mosaic(s)Planar Motion and 1D Cameras. [PUB] [oth.]
Estimation and Interpretation of Discontinuities in Optical Flow Fields. [PUB] [oth.]
Stochastic Rigidity: Image Registration for Nowhere-Static Scenes. [PUB]
Template Matching Approach to Content Based Image Indexing by Low Dimensional Euclidean Embedding. [PUB]
Towards Real-Time Multi-Modality 3-D Medical Image Registration. [PUB] [medi.]

TPAMI

Best-Match Retrieval for Structured Images. [PUB]
Computing Optical Flow with Physical Models of Brightness Variation. [PUB] [oth.]
Robust Point Correspondence Applied to Two-and Three-Dimensional Image Registration. [PUB]

TMI

3D Registration and Fusion of Ultrasound and MRI Using Major Vessels as Fiducial Markers. [PUB]
A Bound on Mutual Information for Image Registration. [PUB] [medi.]
Automated Detection of Pulmonary Nodules in Helical CT Images Based on an Improved Template-matching Technique. [PUB] [medi.]
Consistent Image Registration. [PUB] [medi.]
Elastic Registration of fMRI Data Using Bezier-Spline Transformations. [PUB]
Hierarchical Estimation of a Dense Deformation Field for 3D Robust Registration. [PUB]
Landmark-Based Elastic Registration Using Approximating Thin-Plate Splines. [PUB]
Multistage Hybrid Active Appearance Model Matching: Segmentation of Left and Right Ventricles in Cardiac MR Images. [PUB] [medi.]
Rigid Registration of 3D Ultrasound with MR Images: A New Approach Combining Intensity and Gradient Information. [PUB] [medi.]
The Distribution of Target Registration Error in Rigid-body, Point-based Registration. [PUB]

MIA

A global optimisation method for robust affine registration of brain images. [PUB]. [medi.]
Segmentation of brain 3D MR images using level sets and dense registration. [PUB]. [medi.]
Talairach-Tournoux brain atlas registration using a metalforming principle-based finite element method. [PUB]. [medi.]

MICCAI

A Binary Entropy Measure to Assess Nonrigid Registration Algorithms. [PUB] [medi.]
A Generic Framework for Non-rigid Registration Based on Non-uniform Multi-level Free-Form Deformations. [PUB] [medi.]
A Maximum Likelihood Approach for 2-D to 3-D Registration. [PUB] [medi.]
A Methodology to Validate MRI/SPECT Registration Methods Using Realistic Simulated SPECT Data. [PUB] [medi.]
A New Method for the Registration of Cardiac PET and MR Images Using Deformable Model Based Segmentation of the Main Thorax Structures. [PUB] [medi.]
A Novel Nonrigid Registration Algorithm and Applications. [PUB] [medi.]
A Stochastic Iterative Closest Point Algorithm (stochastICP). [PUB]
Accuracy Validation of Cone-Beam CT Based Registration. [PUB] [medi.]
Affine Registration with Feature Space Mutual Information. [PUB] [medi.]
Analysis of 3D Deformation Fields for Appearance-Based Segmentation. [PUB]
Automated Hippocampal Segmentation by Regional Fluid Registration of Serial MRI: Validation and Application in Alzheimer's Disease. [PUB] [medi.]
Automatic 3D Registration of Lung Surfaces in Computed Tomography Scans. [PUB]
Automatic Construction of 3D Statistical Deformation Models Using Non-rigid Registration. [PUB] [medi.]
Automatic Non-linear MRI-Ultrasound Registration for the Correction of Intra-operative Brain Deformations. [PUB] [medi.]
Cardiac Motion Analysis from Ultrasound Sequences Using Non-rigid Registration. [PUB] [medi.]
Clinical Use of a Mutual Information-Based Automated Image Registration System for Conformal Radiotherapy Treatment Planning. [PUB] [medi.]
Endoscope Calibration and Accuracy Testing for 3D/2D Image Registration. [PUB] [medi.]
Evaluation of Cost Functions for Gray Value Matching of 2D Images in Radiotherapy. [PUB] [medi.]
Fast Non-rigid Multimodal Image Registration Using Local Frequency Maps. [PUB] [medi.]
Full 3D Rigid Body Automatic Motion Correction of MRI Images. [PUB] [medi.]
Fusion of Histological Sections and MR Images: Towards the Construction of an Atlas of the Human Basal Ganglia. [PUB] [medi.]
Geometrical Transformation Approximation for 2D/3D Intensity-Based Registration of Portal Images and CT Scan. [PUB] [medi.]
How to Trade Off between Regularization and Image Similarity in Non-rigid Registration?. [PUB] [medi.]
Independent Registration and Virtual Controlled Reduction of Pelvic Ring Fractures. [PUB] [medi.]
Intensity-Based Non-rigid Registration Using Adaptive Multilevel Free-Form Deformation with an Incompressibility Constraint. [PUB] [medi.]
Mass Preserving Mappings and Image Registration. [PUB]
Modally Controlled Free Form Deformation for Non-rigid Registration in Image-Guided Liver Surgery. [PUB] [medi.]
Motion Correction of MRI from Orthogonal k-Space Phase Difference. [PUB] [medi.]
Multisubject Non-rigid Registration of Brain MRI Using Intensity and Geometric Features. [PUB] [medi.]
Non-linear Local Registration of Functional Data. [PUB] [medi.]
Novel Algorithms for Robust Registration of Fiducials in CT and MRI. [PUB] [medi.]
Quantifying Small Changes in Brain Ventricular Volume Using Non-rigid Registration. [PUB] [medi.]
Registration and Visualization of Transcranial Magnetic Stimulation on MR Images. [PUB] [medi.]
Registration of 3D Photographs with Spiral CT Images for Soft Tissue Simulation in Maxillofacial Surgery. [PUB]
Registration of Reconstructed Post Mortem Optical Data with MR Scans of the Same Patient. [PUB] [medi.]
Registration of the Spine Using a Physically-Based Image Model for Ultrasound. [PUB] [medi.]
Retrospective Evaluation of Inter-subject Brain Registration. [PUB] [medi.]
Rigid Point-Surface Registration Using an EM Variant of ICP for Computer Guided Oral Implantology. [PUB] [medi.]
Robotic Kidney and Spine Percutaneous Procedures Using a New Laser-Based CT Registration Method. [PUB] [medi.]
The Continuous Tabu Search as an Optimizer for 2D-to-3D Biomedical Image Registration. [PUB] [medi.]
The Effect of Organ Motion and Image Artifacts on Monomodal Volume Registration. [PUB] [medi.]
Two-Step Registration of Subacute to Hyperacute Stroke MRIs. [PUB] [medi.]
Using Optical Flow Fields for Polyp Detection in Virtual Colonoscopy. [PUB] [medi.]

IPMI

A Unified Feature Registration Method for Brain Mapping. [PUB] [medi.]
Automatic 3D ASM Construction via Atlas-Based Landmarking and Volumetric Elastic Registration. [PUB] [medi.]
Automatic Image Registration for MR and Ultrasound Cardiac Images. [PUB] [medi.]
Automatic Registration of Mammograms Based on Linear Structures. [PUB] [medi.]
Estimating Sparse Deformation Fields Using Multiscale Bayesian Priors and 3-D Ultrasound. [PUB]
Landmark and Intensity-Based, Consistent Thin-Plate Spline Image Registration. [PUB] [medi.]
Motion Correction Algorithms of the Brain Mapping Community Create Spurious Functional Activations. [PUB] [medi.]
Robust Multimodal Image Registration Using Local Frequency Representations. [PUB] [medi.]
Using a Linear Diagnostic Function and Non-rigid Registration to Search for Morphological Differences Between Populations: An Example Involving the Male and Female Corpus Callosum. [PUB] [medi.]
Validation of Non-rigid Registration Using Finite Element Methods. [PUB] [medi.]

MM

Automated basis-view and match-point selection for the ArchVision RPC image-based model. [PUB]
FIRM: fuzzily integrated region matching for content-based image retrieval. [PUB]

AISTATS

Learning mixtures of smooth, nonuniform deformation models for probabilistic image matching. [PUB] [oth.]

2000

CVPR

A Feature-Based Technique for Joint, Linear Estimation of High-Order Image-to-Mosaic Transformations: Application to Mosaicing the Curved Human Retina. [PUB]
A Generalized Optical Flow Constraint and its Physical Interpretation. [PUB] [oth.]
An Energy-Based Framework for Dense 3D Registration of Volumetric Brain Images. [PUB]
Matching Images with Different Resolutions. [PUB] [oth.]
Multi-Modality Model-Based Registration in the Cardiac Domain. [PUB] [medi.]
Multiscale Combination of Physically-Based Registration and Deformation Modeling. [PUB] [pc.]
Two-Stage Robust Optical Flow Estimation. [PUB] [oth.]

ECCV

Geometric Driven Optical Flow Estimation and Segmentation for 3D Reconstruction. [PUB]
Intrinsic Images for Dense Stereo Matching with Occlusions. [PUB] [oth.]
Multimodal Elastic Matching of Brain Images. [PUB] [medi.]
Registration with a Moving Zoom Lens Camera for Augmented Reality Applications. [PUB]

TPAMI

An Orientation Reliability Matrix for the Iterative Closest Point Algorithm. [PUB] [pc.]
Fast, Reliable Head Tracking under Varying Illumination: An Approach Based on Registration of Texture-Mapped 3D Models. [PUB]

IJCV

Extracting Structure from Optical Flow Using the Fast Error Search Technique. [PUB] [oth.]
Image Registration Using Wavelet-Based Motion Model. [PUB]
Optical Flow Constraints on Deformable Models with Applications to Face Tracking. [PUB] [oth.]
Reliable Estimation of Dense Optical Flow Fields with Large Displacements. [PUB] [oth.]
Systems and Experiment Paper: Construction of Panoramic Image Mosaics with Global and Local Alignment. [PUB] [oth.]

TMI

Image Registration by Maximization of Combined Mutual Information and Gradient Information. [PUB] [medi.]
Locating Blood Vessels in Retinal Images by Piece-wise Threshold Probing of a Matched Filter Response. [PUB] [medi.]
Registration of Physical Space to Laparoscopic Image Space for use in Minimally Invasive Hepatic Surgery. [PUB] [medi.]
Semiautomatic 3D Image Registration as Applied to Interventional MRI Liver Cancer Treatment. [PUB]
Voxel Similarity Measures for 3D Serial MR Brain Image Registration. [PUB]

MIA

Two-dimensional spatial and temporal displacement and deformation field fitting from cardiac magnetic resonance tagging. [PUB]. [oth.]

MICCAI

A Flouroscopic X-Ray Registration Process for Three-Dimensional Surgical Navigation. [PUB] [medi.]
An Image Registration Approach to Automated Calibration for Freehand 3D Ultrasound. [PUB] [medi.]
Block Matching: A General Framework to Improve Robustness of Rigid Registration of Medical Images. [PUB] [medi.]
Evaluation of an Automatic System for Simulator/Portal Image Matching. [PUB]
Fiducial Registration from a Single X-Ray Image: A New Technique for Fluoroscopic Guidance and Radiotherapy. [PUB] [medi.]
Generalized Correlation Ratio for Rigid Registration of 3D Ultrasound with MR Images. [PUB] [medi.]
Image Registration by Maximization of Combined Mututal Information and Gradient Information. [PUB] [medi.]
Intraoperative Segmentation and Nonrigid Registration for Image Guided Therapy. [PUB] [medi.]
MyoTrack: A 3D Deformation Field Method to Measure Cardiac Motion from Gated SPECT. [PUB]
Nonrigid Registration of 3D Scalar, Vector and Tensor Medical Data. [PUB] [medi.]
Post-Operative Measurement of Acetabular Cup Position Using X-Ray/CT Registration. [PUB] [medi.]
Registration of 3D Intraoperative MR Images of the Brain Using a Finite Element Biomechanical Model. [PUB] [medi.]
Robust 3D Deformation Field Estimation by Template Propagation. [PUB]
Symmetrization of the Non-rigid Registration Problem Using Inversion-Invariant Energies: Application to Multiple Sclerosis. [PUB] [medi.]
Tetrahedral Mesh Modeling of Density Data for Anatomical Atlases and Intensity-Based Registration. [PUB] [medi.]
Toward a Common Validation Methodology for Segmentation and Registration Algorithms. [PUB] [medi.]
Volume and Shape Preservation of Enhancing Lesions when Applying Non-rigid Registration to a Time Series of Contrast Enhancing MR Breast Images. [PUB] [medi.]

MM

IRM: integrated region matching for image retrieval. [PUB]
Model-based varying pose face detection and facial feature registration in video images. [PUB]

1999

CVPR

3D Deformable Image Matching Using Multiscale Minimization of Global Energy Functions. [PUB] [oth.]
A Volumetric Stereo Matching Method: Application to Image-Based Modeling. [PUB]
Elastic Registration of Medical Images Using Radial Basis Functions with Compact Support. [PUB] [medi.]
Explaining Optical Flow Events with Parameterized Spatio-Temporal Models. [PUB] [oth.]
Multiscale Image Registration Using Scale Trace Correlation. [PUB]
Optimal Eigenfeature Selection by Optimal Image Registration. [PUB]
Robust Hierarchical Algorithm for Constructing a Mosaic from Images of the Curved Human Retina. [PUB]
Stereo Panorama with a Single Camera. [PUB]

ICCV

Accuracy Bounds and Optimal Computation of Homography for Image Mosaicing Applications. [PUB] [oth.]
Dynamic Feature Ordering for Efficient Registration. [PUB] [pc.]
Free-Form Surface Registration using Surface Signatures. [PUB]
Invariant-based Registration of Surface Patches. [PUB]
Multi-Frame Optical Flow Estimation using Subspace Constraints. [PUB] [oth.]
Registration of Multiple Point Sets using the EM Algorithm. [PUB] [pc.]

TPAMI

Cross-Weighted Moments and Affine Invariants for Image Registration and Matching. [PUB] [oth.]
Face Detection From Color Images Using a Fuzzy Pattern Matching Method. [PUB]
Pattern Matching Image Compression: Algorithmic and Empirical Results. [PUB] [data.]
RANSAC-Based DARCES: A New Approach to Fast Automatic Registration of Partially Overlapping Range Images. [PUB] [pc.]
The Translation Sensitivity of Wavelet-Based Registration. [PUB]
True Multi-Image Alignment and Its Application to Mosaicing and Lens Distortion Correction. [PUB] [oth.]

IJCV

Combination of Edge Element and Optical Flow Estimates for 3D-Model-Based Vehicle Tracking in Traffic Image Sequences. [PUB] [oth.]
Image Registration for Digital Subtraction Angiography. [PUB]
Non Uniform Multiresolution Method for Optical Flow and Phase Portrait Models: Environmental Applications. [PUB] [oth.]
Robust Optical Flow Computation Based on Least-Median-of-Squares Regression. [PUB] [oth.]

TMI

A Multi-Modal Registration Algorithm of Eye Fundus Images Using Vessels Detection and Hough Transform. [PUB]
Biomedical Modeling of the Human Head for Physically-based, Non-rigid Image Registration. [PUB] [medi.]
Enhancing the Multivariate Signal of [15O] water PET Studies with a New Non-Linear Neuroanatomical Registration Algorithm. [PUB]
Non-rigid Registration Using Free-form Deformations: Application to Breast MR Images. [PUB]
Nonlinear elastic registration of brain images with tumor pathology using a biomechanical model [MRI]. [PUB] [medi.]
Registration of Stereo and Temporal Images of the Retina. [PUB] [medi.]
Retrospective Intermodality Registration Techniques for Images of the Head: Surface-based Versus Volume-based. [PUB] [medi.]
Retrospective Motion Correction in Digital Subtraction Angiography: A Review. [PUB]
Retrospective Motion Correction in Digital Subtraction Angiography: A Review". [PUB]
Segmentation, Registration and Measurement of Shape Variation via Image Object Shape. [PUB] [medi.]
Validation of an Optical Flow Method for Tag Displacement Estimation. [PUB]

MICCAI

3-D Deformable Registration of Medical Images Using a Statistical Atlas. [PUB] [medi.]
3D Image Matching Using a Finite Element Based Elastic Deformation Model. [PUB]
A Single Image Registration Method for CT Guided Interventions. [PUB] [medi.]
A Volumetric Optical Flow Method for Measurement of Brain Deformation from Intraoperative Magnetic Resonance Images. [PUB]
AcouStick: A Tracked A-Mode Ultrasonography System for Registration in Image-Guided Surgery. [PUB] [medi.]
Automated Registration and Fusion of Functional and Anatomical MRI for Navigated Neurosurgery. [PUB] [medi.]
Automated Registration of Ultrasound with CT Images: Application to Computer Assisted Prostate Radiotherapy and Orthopedics. [PUB] [medi.]
Automatic Identification of a Particular Vertebra in the Spinal Column Using Surface-Based Registration. [PUB] [medi.]
Entropy-Based, Multiple-Portal-to-3DCT Registration for Prostate Radiotherapy Using Iteratively Estimated Segmentation. [PUB] [medi.]
Exploiting 2-D to 3-D Intra-operative Image Registration for Qualitative Evaluations and Post-operative Simulations. [PUB] [medi.]
Fully Automatic 3D/2D Subtracted Angiography Registration. [PUB] [medi.]
Gray-Value Based Registration of CT and MR Images by Maximization of Local Correlation. [PUB] [medi.]
Medical Image Registration with Robust Multigrid Techniques. [PUB] [medi.]
Multi-variate Mutual Information for Registration. [PUB] [medi.]
Non-rigid Registration by Geometry-Constrained Diffusion. [PUB] [medi.]
Nonrigid 3-D/2-D Registration of Images Using Statistical Models. [PUB] [medi.]
Probabilistic Brain Atlas Construction: Thin-Plate Spline Warping via Maximization of Mutual Information. [PUB] [medi.]
Registration of Video Images to Tomographic Images by Optimising Mutual Information Using Texture Mapping. [PUB] [medi.]
Spotlights: A Robust Method for Surface-Based Registration in Orthopedic Surgery. [PUB] [medi.]
Surface Registration for Use in Interactive Image-Guided Liver Surgery. [PUB]
Synthetic Image Modalities Generated from Matched CT and MRI Data: A New Approach for Using MRI in Brachytherapy. [PUB] [medi.]
Towards a Better Comprehension of Similarity Measures Used in Medical Image Registration. [PUB] [medi.]
Tree Representation and Implicit Tree Matching for a Coarse to Fine Image Matching Algorithm. [PUB]
Understanding the "Demon's Algorithm": 3D Non-rigid Registration by Gradient Descent. [PUB] [medi.]

IPMI

A Fast Mutual Information Method for Multi-modal Registration. [PUB] [medi.]
Approximating Thin-Plate Splines for Elastic Registration: Integration of Landmark Errors and Orientation Attributes. [PUB] [medi.]
Consistent Linear-Elastic Transformations for Image Matching. [PUB]
Hierarchical Matching of Cortical Features for Deformable Brain Image Registration. [PUB] [medi.]
Non-linear Registration with the Variable Viscosity Fluid Algorithm. [PUB] [medi.]
Registration of Cortical Anatomical Structures via Robust 3D Point Matching. [PUB] [medi.]

MM

Building mosaics from video using MPEG motion vectors. [PUB] [data.]

AI

A Non-Rigid Registration Algorithm for Dynamic Breast MR Images. [PUB]. [medi.]

1998

CVPR

A Statistical Framework for Long-Range Feature Matching in Uncalibrated Image Mosaicing. [PUB]
Anomaly Detection through Registration. [PUB] [medi.]
Creaseness Measures for CT and MR Image Registration. [PUB] [medi.]
Head Tracking via Robust Registration in Texture Map Images. [PUB] [oth.]
Interactive Construction of 3D Models from Panoramic Mosaics. [PUB] [oth.]

ICCV

A Fast and Robust Approach for Registration of Partially Overlapping Range Images. [PUB] [pc.]
A Two-Stage Robust Statistical Method for Temporal Registration from Features of Various Type. [PUB] [medi.]
Automatic Registration of 3-D Ultrasound Images. [PUB] [medi.]
Bias-Corrected Optical Flow Estimation for Road Vehicle Tracking. [PUB] [oth.]
Finding the Epipole from Uncalibrated Optical Flow. [PUB] [oth.]
Optical Flow Estimation Using Wavelet Motion Model. [PUB] [oth.]
Utilization of Stereo Disparity and Optical Flow Information for Human Interaction. [PUB]

ECCV

A Solution for the Registration of Multiple 3D Point Sets Using Unit Quaternions. [PUB] [pc.]
Decoupling Fourir Components of Dynamic Image Sequences: A Theory of Signal Separation, Image Segmentation, and Optical Flow Estimation. [PUB] [oth.]
Finding Surface Correspondance for Object Recognition and Registration Using Pairwise Geometric Histograms. [PUB]
Optical Flow Using Overlapped Basis Functions for Solving Global Motion Problems. [PUB] [oth.]
Robust Registration of Dissimilar Single and Multimodal Images. [PUB]
Robust Video Mosaicing through Topology Inference and Local to Global Alignment. [PUB]

TPAMI

Correction to: "Reducing 'Structure From Motion': A General Framework for Dynamic Vision Part 2: Implementation and Experimental Assessment". [PUB]
Registration and Integration of Multiple Object Views for 3D Model Construction. [PUB] [pc.]
Revised Definition of Optical Flow: Integration of Radiometric and Geometric Cues for Dynamic Scene Analysis. [PUB] [oth.]
Unconstrained Automatic Image Matching Using Multiresolutional Critical-Point Filters. [PUB]

IJCV

Continuous Time Matching Constraints for Image Streams. [PUB]
Diffeomorphisms Groups and Pattern Matching in Image Analysis. [PUB]
Exploiting Discontinuities in Optical Flow. [PUB] [oth.]
Quasi-Invariant Parameterisations and Matching of Curves in Images. [PUB]
Reliable and Efficient Computation of Optical Flow. [PUB] [oth.]

TMI

A Comparison of Similarity Measures for Use in 2D-3D Medical Image Registration. [PUB] [medi.]
Anatomy based registration of CT-scan and intraoperative X-ray images for guiding a surgical robot. [PUB] [medi.]
Predicting error in rigid-body, point-based registration. [PUB]
Registration of head CT images to physical space using a weighted combination of points and surfaces. [PUB]
Registration of real and CT-derived virtual bronchoscopic images to assist transbronchial biopsy. [PUB] [medi.]
Segmentation and Tracking in Echocardiographic Sequences: Active Contours Guided by Optical Flow Estimates. [PUB]
Surface-based registration of CT images to physical space for image-guided surgery of the spine: a sensitivity study. [PUB] [medi.]
Visual Assessment of the Accuracy of Retrospective Registration of MR and CT Images of the Brain. [PUB] [medi.]

MIA

An efficient motion estimator with application to medical image registration. [PUB]. [medi.]
Image matching as a diffusion process: an analogy with Maxwell's demons. [PUB]. [oth.]
The detection and significance of subtle changes in mixed-signal brain lesions by serial MRI scan matching and spatial normalization. [PUB]. [medi.]

MICCAI

3D/2D Registration via Skeletal Near Projective Invariance in Tubular Objects. [PUB] [medi.]
A Biomechanical Model of Soft Tissue Deformation, with Applications to Non-rigid Registration of Brain Images with Tumor Pathology. [PUB] [medi.]
A Comparison of Simularity Measures for use in 2D-3D Medical Image Registration. [PUB] [medi.]
A Fast Technique for Motion Correction in DSA Using a Feature-Based, Irregular Grid. [PUB] [medi.]
A Novel Approach for the Registration of 2D Portal and 3D CT Images for Treatment Setup Verification in Radiotherapy. [PUB] [medi.]
Autofocusing of Clinical Shoulder MR Images for Correction of Motion Artifacts. [PUB] [medi.]
Elastic Model Based Non-rigid Registration Incorporation Statistical Shape Information. [PUB] [medi.]
Feature-Based Registration of Medical Images: Estimation and Validation of the Pose Accuracy. [PUB] [medi.]
Image Registration Based on Thin-Plate Splines and Local Estimates of Anisotropic Landmark Localization Uncertainties. [PUB] [medi.]
Multi-modal Volume Registration Using Joint Intensity Distributions. [PUB] [medi.]
Multimodality Deformable Registration of Pre- and Intraoperative Images for MRI-guided Brain Surgery. [PUB] [medi.]
Non-linear Cerebral Registration with Sulcal Constraints. [PUB] [medi.]
Non-rigid Multimodal Image Registration Using Mutual Information. [PUB] [medi.]
Non-rigid Registration of Breast MR Images Using Mutual Information. [PUB] [medi.]
Real-Time Registration of 3D Cerebral Vessels to X-ray Angiograms. [PUB] [medi.]
The Correlation Ratio as a New Similarity Measure for Multimodal Image Registration. [PUB] [medi.]
Three-Dimensional Joint Kinematics Using Bone Surface Registration: A Computer Assisted Approach with an Application to the Wrist Joint in Vivo. [PUB]

1997

CVPR

A Hybrid Framework for Surface Registration and Deformable Models. [PUB] [pc.]
Deformable Multi Template Matching with Application to Portal Images. [PUB]
Ego-Motion Estimation Using Optical Flow Fields Observed from Multiple Cameras. [PUB] [oth.]
Fast 3D Stabilization and Mosaic Construction. [PUB] [oth.]
Projective registration with difference decomposition. [PUB] [oth.]
Using geometric corners to build a 2D mosaic from a set of image. [PUB] [oth.]

TPAMI

Optimal Registration of Object Views Using Range Data. [PUB]
Rigid Body Segmentation and Shape Description from Dense Optical Flow Under Weak Perspective. [PUB] [oth.]
The Illumination-Invariant Matching of Deterministic Local Structure in Color Images. [PUB]
Visual Image Retrieval by Elastic Matching of User Sketches. [PUB]

IJCV

A Framework for Uncertainty and Validation of 3-D Registration Methods Based on Points and Frames. [PUB]
A General Motion Model and Spatio-Temporal Filters for Computing Optical Flow. [PUB] [oth.]
Improved Accuracy in Gradient-Based Optical Flow Estimation. [PUB] [oth.]
Matching 3-D Models to 2-D Images. [PUB]
Moment and Hypergeometric Filters for High Precision Computation of Focus, Stereo and Optical Flow. [PUB] [oth.]
Spline-Based Image Registration. [PUB]

TMI

A Rapid and Automatic Image Registration Algorithms with Subpixel Accuracy. [PUB] [medi.]
Automatic Correction of Motion Artifacts in Magnetic Resonance Images Using an Entropy Focus Criterion. [PUB] [medi.]
Automatic Registration and Alignment on a Template of Cardiac Stress and Rest Reoriented SPECT Images. [PUB]
Motion Correction of PET Images Using Multiple Acquisition Forms. [PUB] [medi.]
Multimodality Image Registration by Maximization of Mutual Information. [PUB]
Registration of Head Volume Images Using Implantable Fiducial Markers. [PUB]
Three-Dimensional PET Emission Scan Registration and Transmission Scan Synthesis. [PUB] [medi.]
Three-Dimensional Surface Reconstruction Using Optical Flow for Medical Imaging. [PUB]

IPMI

A Robust and Efficient Algorithm for Image Registration. [PUB] [medi.]
An Autofocus Algorithm for the Automatic Correction of Motion Artifacts in MR Images. [PUB] [medi.]
Mapping the Cerebral Sulci: Application to Morphological Analysis of the Cortex and to Non-rigid Registration. [PUB] [medi.]
Registration of 3D Medical Images Using Simple Morphological Tools. [PUB] [medi.]
Registration of Abdominal CT and SPECT Images Using Compton Scatter Data. [PUB] [medi.]

MM

PanoramaExcerpts: Extracting and Packing Panoramas for Video Browsing. [PUB]

1996

CVPR

A Space-Sweep Approach to True Multi-Image Matching. [PUB]
Skin and Bones: Multi-layer, Locally Affine, Optical Flow and Regularization with Transparency. [PUB] [oth.]
Subpixel Image Registration by Estimating the Polyphase Decomposition of Cross Power Spectrum. [PUB]
The Integration of Optical Flow and Deformable Models with Applications to Human Face Shape and Motion Estimation. [PUB] [oth.]

ECCV

Accuracy vs. Efficiency Trade-offs in Optical Flow Algorithms. [PUB] [oth.]
Generalized Image Matching: Statistical Learning of Physically-Based Deformations. [PUB] [oth.]
Image Retrieval Using Scale-Space Matching. [PUB]
Matching Object Models to Segments from an Optical Flow Field. [PUB] [oth.]
Optical Flow and Phase Portrait Methods for Environmental Satellite Image Sequences. [PUB]
Refinement of Optical Flow Estimation and Detection of Motion Edges. [PUB] [oth.]

TPAMI

A Fast Scalable Algorithm for Discontinuous Optical Flow Estimation. [PUB] [oth.]
Estimating Optical Flow in Segmented Images Using Variable-Order Parametric Models With Local Deformations. [PUB] [oth.]
Evaluation of Ridge Seeking Operators for Multimodality Medical Image Matching. [PUB]
Graphical Templates for Model Registration. [PUB]
Multiple Constraints to Compute Optical Flow. [PUB] [oth.]
Recognizing Human Facial Expressions From Long Image Sequences Using Optical Flow. [PUB] [oth.]
Subpixel Precision of Straight-Edged Shapes for Registration and Measurement. [PUB]
The Performance of Camera Translation Direction Estimators From Optical Flow: Analysis, Comparison, and Theoretical Limits. [PUB] [oth.]
Towards a General Multi-View Registration Technique. [PUB] [pc.]

IJCV

3D free-form surface registration and object recognition. [PUB] [pc.]
New feature points based on geometric invariants for 3D image registration. [PUB]
Rigid, affine and locally affine registration of free-form surfaces. [PUB]
The use of optical flow for the analysis of non-rigid motions. [PUB] [oth.]

TMI

Correction of computed tomography motion artifacts using pixel-specific back-projection. [PUB] [medi.]
Image registration based on boundary mapping. [PUB] [medi.]
Registration of 3-D images using weighted geometrical features. [PUB]
Tracking myocardial deformation using phase contrast MR velocity fields: a stochastic approach. [PUB] [medi.]

MIA

Automated 3-D registration of MR and CT images of the head. [PUB]. [medi.]
Comparison of edge-based and ridge-based registration of CT and MR brain images. [PUB]. [medi.]

1995

ICCV

3D-2D Projective Registration of Free-Form Curves and Surfaces. [PUB]
Computation of Coherent Optical Flow by Using Multiple Constraints. [PUB] [oth.]
Hypergeometric Filters for Optical Flow and Affine Matching. [PUB] [oth.]
Matching Constraints and the Joint Image. [PUB] [oth.]
Model-Based 2D&3D Dominant Motion Estimation for Mosaicing and Video Representation. [PUB]
Mosaic Based Representations of Video Sequences and Their Applications. [PUB] [oth.]
Optical Flow and Deformable Objects. [PUB] [oth.]
Validation of 3D Registration Methods Based on Points and Frames. [PUB]

TPAMI

A Correlation-Relaxation-Labeling Framework for Computing Optical Flow - Template Matching from a New Perspective. [PUB]
Recursive Filters for Optical Flow. [PUB] [oth.]

IJCV

Optical flow estimation and the interaction between measurement errors at adjacent pixel positions. [PUB] [oth.]
Optical flow from 1-D correlation: Application to a simple time-to-crash detector. [PUB] [oth.]

TMI

An improved method for MRI artifact correction due to translational motion in the imaging plane. [PUB] [medi.]
Automatic registration of CT and MR brain images using correlation of geometrical features. [PUB] [medi.]
Simultaneous usage of homologous points, lines, and planes for optimal, 3-D, linear registration of multimodality imaging data. [PUB]

AI

A Robust Technique for Matching two Uncalibrated Images Through the Recovery of the Unknown Epipolar Geometry. [PUB]. [oth.]
Estimation of Optical Flow Based on Higher-Order Spatiotemporal Derivatives in Interlaced and Non-Interlaced Image Sequences. [PUB]. [oth.]

1994

CVPR

Adaptive-complexity registration of images. [PUB]
An automatic registration method for frameless stereotaxy, image guided surgery, and enhanced reality visualization. [PUB]
Extremal points: definition and application to 3D image registration. [PUB]
Hierarchical spline-based image registration. [PUB] [oth.]
Locally affine registration of free-form surfaces. [PUB]
Motion and structure from one dimensional optical flow. [PUB] [oth.]
Registration of multiple range views for automatic 3-D model building. [PUB]
Registration without correspondences. [PUB]
Three-dimensional image registration for spiral CT angiography. [PUB] [medi.]

ECCV

A registration method for rigid objects without point matching. [PUB]
A Scalar Function Formulation for Optical Flow. [PUB] [oth.]
Association of Motion Verbs with Vehicle Movements Extracted from Dense Optical Flow Fields. [PUB] [oth.]
Determination of Optical Flow and its Discontinuities using Non-Linear Diffusion. [PUB] [oth.]
Improving Registration of 3-D Medical Images Using a Mechanical Based Method. [PUB] [medi.]
Multiple Constraints for Optical Flow. [PUB] [oth.]
Optical Flow Estimation: Advances and Comparisons. [PUB] [oth.]
Registration of a Curve on a Surface Using Differential Properties. [PUB]
Rigid and Affine Registration of Smooth Surfaces using Differential Properties. [PUB]
The use of optical flow for the autonomous navigation. [PUB] [oth.]

TPAMI

Object Identification From Multiple Images Based on Point Matching Under a General Transformation. [PUB]
On Poisson Solvers and Semi-Direct Methods for Computing Area Based Optical Flow. [PUB] [oth.]
Part II: 3-D Object Recognition and Shape Estimation from Image Contours Using B-splines, Shape Invariant Matching, and Neural Network. [PUB] [dep.]
Subμm Registration of Fiducial Marks Using Machine Vision. [PUB]
Symmetric Phase-Only Matched Filtering of Fourier-Mellin Transforms for Image Registration and Recognition. [PUB]

IJCV

Iterative point matching for registration of free-form curves and surfaces. [PUB]

TMI

Comments about the coincident bit counting (CBC) criterion for image registration. [PUB] [medi.]
Computer-assisted registration, segmentation, and 3D reconstruction from images of neuronal tissue sections. [PUB]
Motion estimation of skeletonized angiographic images using elastic registration. [PUB] [medi.]

MM

Video Mosaic: Laying Out Time in a Physical Space. [PUB] [oth.]

1993

CVPR

Mixture models for optical flow computation. [PUB] [oth.]
Obtaining optical flow with multi-orientation filters. [PUB] [oth.]
Using topological information of images to improve stereo matching. [PUB] [oth.]

ICCV

A framework for the robust estimation of optical flow. [PUB]
A generalized brightness change model for computing optical flow. [PUB] [oth.]
Optical flow from 1D correlation: Application to a simple time-to-crash detector. [PUB] [oth.]
Robust computation of optical flow in a multi-scale differential framework. [PUB] [oth.]

TPAMI

Comments on "Design of Fiducials for Accurate Registration Using Machine Vision". [PUB]
Multimodal Estimation of Discontinuous Optical Flow using Markov Random Fields. [PUB] [oth.]
On Functionals with Greyvalue-Controlled Smoothness Terms for Determining Optical Flow. [PUB] [oth.]
On the Advantages of Polar and Log-Polar Mapping for Direct Estimation of Time-To-Impact from Optical Flow. [PUB] [oth.]
The Accuracy of the Computation of Optical Flow and of the Recovery of Motion Parameters. [PUB] [oth.]

IJCV

3-D interpretation of optical flow by renormalization. [PUB] [oth.]
Image matching using the windowed Fourier phase. [PUB] [oth.]

TMI

Coincident bit counting-a new criterion for image registration. [PUB] [medi.]
Matched filter estimation of serial blood vessel diameters from video images. [PUB] [medi.]
Registration and three-dimensional reconstruction of autoradiographic images by the disparity analysis method. [PUB]
Registration of 3-D head surfaces using multiple landmarks. [PUB] [medi.]

IPMI

A Strategy for Automated Multimodality Image Registration Incorporating Anatomical Knowledge and Imager Characteristics. [PUB] [medi.]
Image Registration for the Investigation of Atherosclerotic Plaque Movement. [PUB] [medi.]

AI

"Determining optical flow": A Retrospective. [PUB]. [oth.]

1992

CVPR

A MRF approach to optical flow estimation. [PUB] [oth.]
Matching complex images to multiple 3D objects using view description networks. [PUB]
Performance of optical flow techniques. [PUB] [oth.]

ECCV

A Fast Obstacle Detection Method based on Optical Flow. [PUB] [oth.]
Identifying multiple motions from optical flow. [PUB] [oth.]
Matching and Recognition of Road Networks from Aerial Images. [PUB] [rs.]

TPAMI

A method for registration of 3-D shapes. [PUB] [pc.]
On the Detection of Motion and the Computation of Optical Flow. [PUB] [oth.]
Performance Evaluation of Scene Registration and Stereo Matching for Artographic Feature Extraction. [PUB]

IJCV

Computation of discontinuous optical flow by domain decomposition and shape optimization. [PUB] [oth.]
Motion recovery from image sequences using only first order optical flow information. [PUB] [oth.]

1991

CVPR

Probability distributions of optical flow. [PUB] [oth.]
Region based stereo matching oriented image processing. [PUB] [oth.]
Stereopsis and image registration from extended edge features in the absence of camera pose information. [PUB]

TPAMI

Multidimensional Orientation Estimation with Applications to Texture Analysis and Optical Flow. [PUB] [oth.]
On the Mathematical Foundations of Smoothness Constraints for the Determination of Optical Flow and for Surface Reconstruction. [PUB] [oth.]
Registration of Multiple Overlapping Range Images: Scenes Without Distinctive Features. [PUB] [pc.]

IJCV

Computing optical flow across multiple scales: An adaptive coarse-to-fine strategy. [PUB] [oth.]
Determining optical flow for irregular domains by minimizing quadratic functionals of a certain class. [PUB] [oth.]

IPMI

An Anatomic-Based 3D Registration System of Multimodality and Atlas Data in Neurosurgery. [PUB]
Interactive 3-D Patient-Image Registration. [PUB] [medi.]
Marker Guided Registration of Electromagnetic Dipole Data with Tomographic Images. [PUB] [medi.]
Registration of Brain Image by a Multi Resolution Sequential Method. [PUB] [medi.]

1990

ICCV

A theory of image matching. [PUB] [oth.]
Computing optical flow from an overconstrained system of linear algebraic equations. [PUB] [oth.]
Matching range images of human faces. [PUB]
Multiple light source optical flow. [PUB] [oth.]
Multispectral constraints for optical flow computation. [PUB]
Segmentation of optical flow and 3D data for the interpretation of mobile objects. [PUB] [oth.]
Terrain matching by analysis of aerial images. [PUB] [rs.]
Uniqueness, the minimum norm constraint, and analog networks for optical flow along contours. [PUB] [oth.]

ECCV

Extending the 'Oriented Smoothness Constraint' into the Temporal Domain and the Estimation of Derivatives of Optical Flow. [PUB] [oth.]
Obstacle Detecion by Evaluation of Optical Flow Fields from Image Sequences. [PUB] [oth.]
On the motion of 3D curves and its relationship to optical flow. [PUB] [oth.]
Stereo Matching Based on a Combination of Simple Features Used for Matching in Temporal Image Sequences. [PUB] [oth.]

TPAMI

Design of Fiducials for Accurate Registration Using Machine Vision. [PUB]
Matching Aerial Images to 3-D Terrain Maps. [PUB] [rs.]
Predicting and Estimating the Accuracy of a Subpixel Registration Algorithm. [PUB]

SIGIR

Machine Learning and Vectorial Matching for an Image Retrieval Model: EXPRIM and the System RIVAGE. [PUB]

1989

CVPR

Region-based optical flow estimation. [PUB] [oth.]

TPAMI

Camera Geometries for Image Matching in 3-D Machine Vision. [PUB] [oth.]
Efficient Parallel Algorithms for Image Template Matching on Hypercube SIMD Machines. [PUB]
Motion Field and Optical Flow: Qualitative Properties. [PUB] [oth.]
Optical Flow with an Intensity-Weighted Smoothing. [PUB]

1988

CVPR

From depth and optical flow to rigid body motion. [PUB] [oth.]

ICCV

Computational Aspects Of Determining Optical Flow. [PUB] [oth.]
Matching Perspective Images Using Geometric Constraints And Perceptual Grouping. [PUB]
Optimal Morphological Approaches To Image Matching And Object Detection. [PUB] [oth.]
Parallel Optical Flow Using Local Voting. [PUB]
Robust Depth Estimation From Optical Flow. [PUB] [oth.]
Temporal Edges: The Detection Of Motion And The Computation Of Optical Flow. [PUB] [oth.]
Translating Optical Flow Into Token Matches And Depth From Looming. [PUB] [oth.]

TPAMI

On Smoothness of a Vector Field-Application to Optical Flow. [PUB] [oth.]
Transformation of Optical Flow by Camera Rotation. [PUB] [oth.]

IJCV

Optical flow using spatiotemporal filters. [PUB] [oth.]

1987

IJCAI

Feature Selection in Colour Images for Token Matching. [PUB]
Significant Feature Detection and Matching in Image Pairs. [PUB]

TPAMI

Least-squares fitting of two 3-D point sets. [PUB]
Optical Flow Estimation: An Error Analysis of Gradient-Based Methods with Local Optimization. [PUB] [oth.]
Parallel Algorithms for Image Template Matching on Hypercube SIMD Computers. [PUB]
Registration of Translated and Rotated Images Using Finite Fourier Transforms. [PUB]

IJCV

Efficient registration of stereo images by matching graph descriptions of edge segments. [PUB]

AI

On the Estimation of Optical Flow: Relations between Different Approaches and Some New Results. [PUB]. [oth.]

Tutorials

ImageRegistration. :fire:
Medical Image Registration. :fire:
[MICCAI2019] learn2reg PDF. :fire:
[Sibgrapi 2018] Practical Review on Medical Image Registration: from Rigid to Deep Learning based Approaches [PDF&Slides]. :fire:

1986

AAAI

3-D Motion Recovery From Time-Varying Optical Flows. [PUB] [oth.]

TPAMI

An Image Understanding System Using Attributed Symbolic Representation and Inexact Graph-Matching. [PUB]
Digital Image Registration Using Projections. [PUB] [medi.]

1985

TPAMI

Contour Map Registration Using Fourier Descriptors of Gradient Codes. [PUB]
Determining Three-Dimensional Motion and Structure from Optical Flow Generated by Several Moving Objects. [PUB] [oth.]
Dynamic Occlusion Analysis in Optical Flow Fields. [PUB] [oth.]
Template Matching in Rotated Images. [PUB]

TC

Correlation of Adjacent Pixels for Multiple Image Registration. [PUB]

1984

AAAI

Efficient Multiresolution Algorithms for Computing Lightness, Shape-From-Shading, and Optical Flow. [PUB] [oth.]

TPAMI

Matching Images Using Linear Features. [PUB] [rs.]

1983

TPAMI

Bounds on (Deterministic) Correlation Functions with Application to Registration. [PUB]
Multiframe Image Point Matching and 3-D Surface Reconstruction. [PUB]

1982

AAAI

A Corner Finding Algorithm for Image Analysis and Registration. [PUB]
Edge Detection in Optical Flow Fields. [PUB] [oth.]

TPAMI

Computational Cost of Image Registration with a Parallel Binary Array Processor. [PUB]
Matching Images to Models for Registration and Object Detection via Clustering. [PUB] [rs.]
Moving Target Tracking Using Symbolic Registration. [PUB]

1981

AI

Determining Optical Flow. [PUB]. [oth.]

1980

TPAMI

The Selection of Critical Subsets for Signal, Image, and Scene Matching. [PUB] [rs.]

1979

IJCAI

Motion and Structure from Optical Flow. [oth.]

TPAMI

Matching Segments of Images. [PUB]

1977

IJCAI

Parametric Correspondence and Chamfer Matching: Two New Techniques for Image Matching. [PUB] [oth.]

1975

TC

Digital Image Registration Method Using Boundary Maps. [PUB]

1972

TC

A Class of Algorithms for Fast Digital Image Registration. [PUB] [rs.]

Learning Resources

Many thanks to yzhao062 Anomaly Detection Learning Resources. I followed his style to collect resources

This resources collect:

Books & Academic Papers
Datasets
Open-source and Commercial Libraries/Toolkits
On-line Courses and Videos
Key Conferences & Journals

Papers

Overview & Survey Papers

Medical Image

A. Sotiras, et.al., “Deformable medical image registration: A survey,” 2013.
N. J. Tustison, et.al., “Learning image-based spatial transformations via convolutional neural networks : A review,” 2019.
G. Haskins,et.al. “Deep Learning in Medical Image Registration: A Survey,” 2019.
N. Tustison, et.al., “Learning image-based spatial transformations via convolutional neural networks: A review,”2019.

Others

[Eurographics 2022] A Survey of Non-Rigid 3D Registration
[arXiv 2021] A comprehensive survey on point cloud registration

Key Algorithms

Datasets & Competitions

Datasets

Medical Image

Dataset	Number	Modality	Region	Format
DIRLAB	10	4D CT	Lung	.img
LPBA40	40	3D MRI	T1 Brain	.img+.hdr .nii
IBSR18	18	3D MRI	T1 Brain	.img+.hdr
EMPIRE	30	4D CT	Lung	.mhd+.raw
LiTS	131	3D CT	Liver	.nii
CT-scans-before-and-after
Openi		X-ray
POPI	6	4D CT
NLST		CT	Lung
ADNI		3D MRI	Brain
OASIS		3D MRI	Brain
ABIDE		3D MRI	Brain
ADHD200
CUMC12	12	3D MRI	Brain	.img+.hdr
MGH10	10	3D MRI	Brain	.img+.hdr
FIRE	134	2D fundus	Retina	.jpg
MSD		CT	Liver
BFH	92	CT	Liver
SLIVER	20	CT	Liver
LSPIG	17	CT	Liver
OAI	20000+	3D MRI	Osteoarthritis
CIMA	108	2D	lesions	.png

Natural image

Indoor LiDAR-RGBD Scan Dataset

ETH3D SLAM & Stereo Benchmarks

EuRoC MAV Dataset

ViViD : Vision for Visibility Dataset

Apolloscape: Scene Parsing

KITTI Visual Odometry dataset

NCLT Dataset

Oxford Robotcar Dataset

Remote Sensing

ISPRS Benchmarks

HPatches: The HPatches dataset was used as the basis for the local descriptor evaluation challenge that was presented in the Local Features: State of the Art, Open Problems and Performance Evaluation workshop during ECCV 2016.

The Zurich Urban Micro Aerial Vehicle Dataset

Zurich Summer Dataset

Inria Aerial Image Labeling DataSet

Point Cloud

The Stanford 3D Scanning Repository（斯坦福大学的3d扫描存储库）

http://graphics.stanford.edu/data/3Dscanrep/

这应该是做点云数据最初大家用最多的数据集，其中包含最开始做配准的Bunny、Happy Buddha、Dragon等模型。

[Stanford 3D] The Stanford 3D Scanning Repository. [pc.]

Shapenet

ShapeNet是一个丰富标注的大规模点云数据集，其中包含了55中常见的物品类别和513000个三维模型。

The KITTI Vision Benchmark Suite

链接：http://www.cvlibs.net/datasets/kitti/

这个数据集来自德国卡尔斯鲁厄理工学院的一个项目，其中包含了利用KIT的无人车平台采集的大量城市环境的点云数据集（KITTI），这个数据集不仅有雷达、图像、GPS、INS的数据，而且有经过人工标记的分割跟踪结果，可以用来客观的评价大范围三维建模和精细分类的效果和性能。

Robotic 3D Scan Repository

链接：http://kos.informatik.uni-osnabrueck.de/3Dscans/

这个数据集比较适合做SLAM研究，包含了大量的 Riegl 和 Velodyne 雷达数据

佐治亚理工大型几何模型数据集

链接：https://www.cc.gatech.edu/projects/large_models/

PASCAL3D+

链接：http://cvgl.stanford.edu/projects/pascal3d.html

包含了12中刚体分类，每一类超过了3000个实例。并且包含了对应的imageNet中每一类的图像。

其他总结

链接：https://github.com/timzhang642/3D-Machine-Learning

Other

awesome-point-cloud-analysis

[UWA Dataset] [pc.] (Uploaded by @sukun1045 for their repository shlizee/Predict-Cluster)

[ASL Datasets Repository(ETH)] This site is dedicated to provide datasets for the Robotics community with the aim to facilitate result evaluations and comparisons. [ pc. ]

[3D Match] Keypoint Matching Benchmark, Geometric Registration Benchmark, RGB-D Reconstruction Datasets. [pc. ]

Competitions

CVPR

All Challenges

2024

Learn2Reg

2023

Learn2reg

2022

ACROBAT

MICCAI 2022

the AutomatiC Registration Of Breast cAncer Tissue (ACROBAT) challenge

2021

Learn2Reg

2020

Learn2Reg

2019

CuRIOUS:2019

Official solution

1 Register pre-operative MRI to iUS before tumor resection
2 Register iUS after tumor resection to iUS before tumor resection

ANHIR:2019

Official solution

IEEE International Symposium on Biomedical Imaging (ISBI) 2019
High-resolution (up to 40x magnification) whole-slide images of tissues (lesions, lung-lobes, mammary-glands) were acquired - the original size of our images is up to 100k x 200k pixels. The acquired images are organized in sets of consecutive sections where each slice was stained with a different dye and any two images within a set can be meaningfully registered.

2018

iChallenges

Continuous Registration Challenge

Multi-shell Diffusion MRI Harmonisation Challenge 2018 (MUSHAC)

2010

EMPIRE

Toolbox

Natural image

[C++] [Python] OpenCV: OpenCV (Open Source Computer Vision Library) is an open source computer vision and machine learning software library. OpenCV was built to provide a common infrastructure for computer vision applications and to accelerate the use of machine perception in the commercial products.

[C++] PCL: Point Cloud Library. The Point Cloud Library (PCL) is a standalone, large scale, open project for 2D/3D image and point cloud processing.

[C++] Ceres Solver: Ceres Solver is an open source C++ library for modeling and solving large, complicated optimization problems. It can be used to solve Non-linear Least Squares problems with bounds constraints and general unconstrained optimization problems.

[C++] Open3D: Open3D is an open-source library that supports rapid development of software that deals with 3D data. The Open3D frontend exposes a set of carefully selected data structures and algorithms in both C++ and Python. The backend is highly optimized and is set up for parallelization.

Medical Image

[c++] ITK: Segmentation & Registration Toolkit

An open-source, cross-platform system that provides developers with an extensive suite of software tools for image analysis. Developed through extreme programming methodologies. ITK employs leading-edge algorithms for registering and segmenting multidimensional data.

[c++] [Python] [Java] SimpleITK: a simplified layer built on top of ITK.

[c++] ANTs: Advanced Normalization Tools.

Image registration with variable transformations (elastic, diffeomorphic, diffeomorphisms, unbiased) and similarity metrics (landmarks, cross-correlation, mutual information, etc.). Image segmentation with priors & nonparametric, multivariate models.

[c++] Elastix: open source software, based on the well-known ITK .

The software consists of a collection of algorithms that are commonly used to solve (medical) image registration problems. [manual]

[C++] [Python] [Java] [R] [Ruby] [Lua] [Tcl] [C#] SimpleElastix: a medical image registration library that makes state-of-the-art image registration really easy to do in languages like Python, Java and R.

3D slicer : an open source software platform for medical image informatics, image processing, and three-dimensional visualization. Built over two decades through support from the National Institutes of Health and a worldwide developer community, Slicer brings free, powerful cross-platform processing tools to physicians, researchers, and the general public.

Github repository for deep learning medical image registration:

[Keras] VoxelMorph :fire:

[Keras] FAIM :fire:

[Tensorflow] Weakly-supervised CNN :fire:

[Tensorflow] RegNet3D :fire:

[Tensorflow] Recursive-Cascaded-Networks

[Pytorch] Probabilistic Dense Displacement Network

[Pytorch] Linear and Deformable Image Registration

[Pytorch] Inverse-Consistent Deep Networks

[Pytorch] Non-parametric image registration :fire:

[Pytorch] One Shot Deformable Medical Image Registration

[Pytorch] Image-and-Spatial Transformer Networks

Remote Sensing

[C++] OTB: Orfeo ToolBox (OTB) is an open-source project for state-of-the-art remote sensing. Built on the shoulders of the open-source geospatial community, it can process high resolution optical, multispectral and radar images at the terabyte scale. A wide variety of applications are available: from ortho-rectification or pansharpening, all the way to classification, SAR processing, and much more!

[C++] ITK: Insight Toolkit (ITK) an open-source, cross-platform system that provides developers with an extensive suite of software tools for image analysis. Developed through extreme programming methodologies, ITK employs leading-edge algorithms for registering and segmenting multidimensional data.

[Python] Spectral Python (SPy): Spectral Python (SPy) is a pure Python module for processing hyperspectral image data (imaging spectroscopy data). It has functions for reading, displaying, manipulating, and classifying hyperspectral imagery.

Post Processing Tools

[C++] enblend: Enblend blends away the seams in a panoramic image mosaic using a multi-resolution spline. Enfuse merges different exposures of the same scene to produce an image that looks much like a tone-mapped image.

[C++] maxflow: An implementation of the maxflow algorithm which can be used to detect the optimal seamline.

[C++] [Matlab] gco-v3.0: Multi-label optimization library by Olga Veksler and Andrew Delong.

Source Code

Parallax-tolerant image stitching :fire:

Point Cloud

MeshLab

简介：是一款开源、可移植和可扩展的三维几何处理系统。主要用于处理和编辑3D三角网格，它提供了一组用于编辑、清理、修复、检查、渲染、纹理化和转换网格的工具。提供了处理由3D数字化工具/设备生成的原始数据以及3D打印功能，功能全面而且丰富。MeshLab支持多数市面上常见的操作系统，包括Windows、Linux及Mac OS X，支持输入/输出的文件格式有：STL 、OBJ 、 VRML2.0、U3D、X3D、COLLADA MeshLab可用于各种学术和研究环境，如微生物学、文化遗产及表面重建等。

ICP开源库

SLAM6D

Libicp

libpointmatcher :fire:

g-icp :fire:

n-icp

Books & Tutorials

Books

Natural image

Multiple view geometry in computer vision by Richard Hartley and Andrew Zisserman, 2004: Mathematic and geometric basis for 2D-2D and 2D-3D registration. A must-read for people in the field of registration. E-book

Computer Vision: A Modern Approach by David A. Forsyth, Jean Ponce: for upper-division undergraduate- and graduate-level courses in computer vision found in departments of Computer Science, Computer Engineering and Electrical Engineering.

Algebra, Topology, Differential Calculus, and Optimization Theory For Computer Science and Engineering by Jean Gallier and Jocelyn Quaintance. The latest book from upenn about the algebra and optimization theory.

Three-Dimensional Computer vision-A Geometric Viewpoint Classical 3D computer vision textbook.

An invitation to 3D vision a self-contained introduction to the geometry of three-dimensional (3-D) vision.

Medical Image

Zhenhuan Zhou, et.al: A software guide for medical image segmentation and registration algorithm. 医学图像分割与配准(ITK实现分册) Part Ⅱ introduces the most basic network and architecture of medical registration algorithms (Chinese Version).

2-D and 3-D Image Registration for Medical, Remote Sensing, and Industrial Applications by A. Ardeshir Goshtasby

医学图像配准技术与应用 by 吕晓琪

Intensity-based 2D-3D Medical Image Registration by Russakoff, Daniel

Biomedical Image Registration by Fischer, Dawant, Lorenz

Medical Image Registration by Hajnal, Joseph V.

Deep Learning for Medical Image Analysis (part IV)

Point Cloud

14 lectures on visual SLAM By Xiang Gao and Tao Zhang and Yi Liu and Qinrui Yan. 视觉SLAM十四讲 视觉配准方向较易懂的入门教材。通俗讲述视觉匹配的物理模型，数学几何基础，优化过程等。新手必读。 [github] [Videos]

点云数据配准及曲面细分技术 by 薛耀红, 赵建平, 蒋振刚, 等书籍内容比较过时，仅适合零基础读者阅读。推荐自行查找相关博客学习。

Remote Sensing

Image Registration for Remote Sensing

2-D and 3-D Image Registration: For Medical, Remote Sensing, and Industrial Applications by A. A. Goshtasby, 2005.

航空遥感图像配准技术

基于特征的光学与SAR遥感图像配准

基于特征的航空遥感图像配准及部件检测技术

Introduction to Remote Sensing

Remote Sensing and Image Interpretation

Remote Sensing: Models and Methods for Image Processing

Tutorials

Natural image

ImageRegistration :fire:

A demo that implement image registration by matching SIFT descriptors and appling RANSAC and affine transformation.

Medical Image

Medical Image Registration :fire:
[MICCAI2019] learn2reg PDF :fire:

Big thanks to Yipeng Hu organizing the excellent tutorial.

Description:

Medical image registration has been a cornerstone in the research fields of medical image computing and computer assisted intervention, responsible for many clinical applications. Whilst machine learning methods have long been important in developing pairwise algorithms, recently proposed deep-learning-based frameworks directly infer displacement fields without iterative optimization for unseen image pairs, using neural networks trained from large population data. These novel approaches promise to tackle several most challenging aspects previously faced by classical pairwise methods, such as high computational cost, robustness for generalization and lack of inter-modality similarity measures.

Output from several international research groups working in this area include award-winning conference presentations, high-impact journal publications, well-received open-source implementations and industrial-partnered translational projects, generating significant interests to all levels of world-wide researchers. Accessing to the experience and expertise in this inherently multidisciplinary topic can be beneficial to many in our community, especially for the next generation of young scientists, engineers and clinicians who often have only been exposed to a subset of these methodologies and applications.

We organize a tutorial including both theoretical and practical sessions, inviting expert lectures and tutoring coding for real-world examples. Three hands-on sessions guiding participants to understand and implement published algorithms using clinical imaging data. This aims to provide an opportunity for the participants to bridge the gap between expertises in medical image registration and deep learning, as well as to start a forum to discuss know-hows, challenges and future opportunities in this area.

[MICCAI2019] Autograd Image Registration Laboratory
[kaggle 2018] X-Ray Patient Scan Registration

SimpleITK, ITK, scipy, OpenCV, Tensorflow and PyTorch all offer tools for registering images, we explore a few here to see how well they work when applied to the fairly tricky problem of registering from the same person at different time and disease points.

[Sibgrapi 2018] Practical Review on Medical Image Registration: from Rigid to Deep Learning based Approaches [PDF&Slides] :fire:

A tutorial for anyone who wants to learn Medical Image Registration, by Natan Andrade, Fabio Augusto Faria, Fábio Augusto Menocci Cappabianco

[kaggle 2016] Image registration, the R way, (almost) from scratch

There are some packages in R for image manipulation and after some test I select “imager” , based on the CImg C++, fast and providing several image processing tools.