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 Added Most Hyped Most Active Needs Verification Most Verified

Showing 281–290 of 953 papers

Title	Date	Tasks	Status	Score
A Learning-based Optimization Algorithm:Image Registration Optimizer Network	Nov 23, 2020	global-optimizationImage Registration	CodeCode Available	5
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging	Sep 25, 2019	3D Object ReconstructionDiagnostic	CodeCode Available	5
Region-specific Diffeomorphic Metric Mapping	Jun 1, 2019	Image RegistrationMedical Image Registration	CodeCode Available	5
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope Manipulation	Oct 25, 2021	Image Registration	CodeCode Available	5
FiRework: Field Refinement Framework for Efficient Enhancement of Deformable Registration	Oct 12, 2024	Image Registration	CodeCode Available	5
Deep mineralogical segmentation of thin section images based on QEMSCAN maps	May 22, 2025	Image RegistrationSemantic Segmentation	CodeCode Available	5
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume Images	Oct 19, 2018	Combinatorial OptimizationImage Registration	CodeCode Available	5
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera Arrays	Aug 26, 2024	Disparity EstimationImage Registration	CodeCode Available	5
Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial Information	Jul 30, 2018	Image RegistrationMedical Image Registration	CodeCode Available	5
fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting	Jul 17, 2025	3D InpaintingDenoising	CodeCode Available	5

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All datasets Unpaired-abdomen-CT FIRE Unpaired-lung-CT Osteoarthritis Initiative DIR-LAB COPDgene

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	RAN4+	DSC	0.62	—	Unverified
2	CLIP+SVD+ViT	DSC	0.61	—	Unverified
3	CLIP+SVD+ResNet	DSC	0.6	—	Unverified
4	CLIP+ViT	DSC	0.59	—	Unverified
5	Chatgpt+SVD	DSC	0.58	—	Unverified
6	RMAn	DSC	0.55	—	Unverified
7	RAN3	DSC	0.54	—	Unverified
8	SAME++	DSC	0.49	—	Unverified
9	Dnet	DSC	0.47	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	LKRetina	mAUC	0.76	—	Unverified
2	SuperRetina	mAUC	0.76	—	Unverified
3	REMPE, JBHI 2020	mAUC	0.72	—	Unverified
4	GLAMpoints, ICCV 2019	mAUC	0.62	—	Unverified
5	SIFT	mAUC	0.57	—	Unverified
6	PBO, ICIP 2010	mAUC	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Dnet	ASD	5.01	—	Unverified
2	RMAn	ASD	3.83	—	Unverified
3	RAN4+	ASD	3.8	—	Unverified
4	RAN3	ASD	3.01	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Region-specific Diffeomorphic Metric Mapping	Dice	68.18	—	Unverified
2	vSVF-net [shen2019networks]	Dice	67.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Recursive Refinement Network	landmarks	0.83	—	Unverified