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Image Registration

Image registration is the process of transforming different sets of data into one coordinate system. Data may be multiple photographs, data from different sensors, times, depths, or viewpoints. It is used in computer vision, medical imaging, and compiling and analyzing images and data from satellites. Registration is necessary in order to be able to compare or integrate the data obtained from these different measurements.

Source: Image registration | Wikipedia

( Image credit: Kornia )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 651–675 of 953 papers

TitleStatusHype
A deep residual learning implementation of Metamorphosis—0
A Deep Step Pattern Representation for Multimodal Retinal Image Registration—0
ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue—0
A Distance Oriented Kalman Filter Particle Swarm Optimizer Applied to Multi-Modality Image Registration—0
Advances and Challenges in Multimodal Remote Sensing Image Registration—0
Adversarial Image Registration with Application for MR and TRUS Image Fusion—0
Adversarial optimization for joint registration and segmentation in prostate CT radiotherapy—0
Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration—0
Adversarial Uni- and Multi-modal Stream Networks for Multimodal Image Registration—0
A dynamic interactive learning framework for automated 3D medical image segmentation—0
Fast and Robust Matching for Multimodal Remote Sensing Image Registration—0
A fully dense and globally consistent 3D map reconstruction approach for GI tract to enhance therapeutic relevance of the endoscopic capsule robot—0
A General Framework for Partial to Full Image Registration—0
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces—0
A Gentle Introduction to Deep Learning in Medical Image Processing—0
A Hybrid Deep Feature-Based Deformable Image Registration Method for Pathology Images—0
A Hybrid Registration and Fusion Method for Hyperspectral Super-resolution—0
AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks—0
Airway Label Prediction in Video Bronchoscopy: Capturing Temporal Dependencies Utilizing Anatomical Knowledge—0
A Keypoint Detection and Description Network Based on the Vessel Structure for Multi-Modal Retinal Image Registration—0
Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning with Pairwise Alignment—0
A Lagrangian Gauss-Newton-Krylov Solver for Mass- and Intensity-Preserving Diffeomorphic Image Registration—0
A Deep Learning Framework for Diffeomorphic Mapping Problems via Quasi-conformal Geometry applied to Imaging—0
A lightweight residual network for unsupervised deformable image registration—0
Aligning Across Large Gaps in Time—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RAN4+DSC0.62—Unverified
2CLIP+SVD+ViTDSC0.61—Unverified
3CLIP+SVD+ResNetDSC0.6—Unverified
4CLIP+ViTDSC0.59—Unverified
5Chatgpt+SVDDSC0.58—Unverified
6RMAnDSC0.55—Unverified
7RAN3DSC0.54—Unverified
8SAME++DSC0.49—Unverified
9DnetDSC0.47—Unverified
#ModelMetricClaimedVerifiedStatus
1LKRetinamAUC0.76—Unverified
2SuperRetinamAUC0.76—Unverified
3REMPE, JBHI 2020mAUC0.72—Unverified
4GLAMpoints, ICCV 2019mAUC0.62—Unverified
5SIFTmAUC0.57—Unverified
6PBO, ICIP 2010mAUC0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1DnetASD5.01—Unverified
2RMAnASD3.83—Unverified
3RAN4+ASD3.8—Unverified
4RAN3ASD3.01—Unverified
#ModelMetricClaimedVerifiedStatus
1Region-specific Diffeomorphic Metric MappingDice68.18—Unverified
2vSVF-net [shen2019networks]Dice67.59—Unverified
#ModelMetricClaimedVerifiedStatus
1Recursive Refinement Networklandmarks0.83—Unverified