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 1–10 of 953 papers

Title	Date	Tasks	Status	Hype
cIDIR: Conditioned Implicit Neural Representation for Regularized Deformable Image Registration	Jul 17, 2025	Image Registration	—Unverified	0
fastWDM3D: Fast and Accurate 3D Healthy Tissue Inpainting	Jul 17, 2025	3D InpaintingDenoising	CodeCode Available	0
Are Vision Foundation Models Ready for Out-of-the-Box Medical Image Registration?	Jul 15, 2025	AnatomyImage Registration	CodeCode Available	1
From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification	Jul 8, 2025	DiagnosticExplainable artificial intelligence	—Unverified	0
Grid-Reg: Grid-Based SAR and Optical Image Registration Across Platforms	Jul 6, 2025	geo-localizationImage Registration	—Unverified	0
Deformable Medical Image Registration with Effective Anatomical Structure Representation and Divide-and-Conquer Network	Jun 24, 2025	Deformable Medical Image RegistrationHippocampus	—Unverified	0
VoxelOpt: Voxel-Adaptive Message Passing for Discrete Optimization in Deformable Abdominal CT Registration	Jun 24, 2025	Contrastive LearningImage Registration	CodeCode Available	0
A Deep Learning Based Method for Fast Registration of Cardiac Magnetic Resonance Images	Jun 23, 2025	Image RegistrationMedical Image Analysis	—Unverified	0
Unsupervised Deformable Image Registration with Structural Nonparametric Smoothing	Jun 12, 2025	Image Registration	CodeCode Available	0
RealKeyMorph: Keypoints in Real-world Coordinates for Resolution-agnostic Image Registration	Jun 12, 2025	Image Registration	—Unverified	0

Show:10 25 50

← PrevPage 1 of 96Next →

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