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 141–150 of 953 papers

Title	Date	Tasks	Status	Hype
Generative Myocardial Motion Tracking via Latent Space Exploration with Biomechanics-informed Prior	Jun 8, 2022	Image Registration	CodeCode Available	1
Mamba? Catch The Hype Or Rethink What Really Helps for Image Registration	Jul 27, 2024	DisentanglementImage Registration	CodeCode Available	1
SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration	Mar 17, 2023	Deep LearningDeformable Medical Image Registration	CodeCode Available	1
AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration	Sep 11, 2023	Deformable Medical Image RegistrationImage Registration	CodeCode Available	1
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis	Jul 10, 2024	Data AugmentationFew-Shot Learning	CodeCode Available	1
Deformer: Towards Displacement Field Learning for Unsupervised Medical Image Registration	Jul 7, 2022	Image RegistrationMedical Image Registration	CodeCode Available	1
A light-weight rectangular decomposition large kernel convolution network for deformable medical image registration.	May 27, 2024	Deformable Medical Image RegistrationImage Registration	CodeCode Available	1
DISA: DIfferentiable Similarity Approximation for Universal Multimodal Registration	Jul 19, 2023	AnatomyImage Registration	CodeCode Available	1
Dual-Branch Squeeze-Fusion-Excitation Module for Cross-Modality Registration of Cardiac SPECT and CT	Jun 10, 2022	Computed Tomography (CT)Diagnostic	CodeCode Available	1
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation	Feb 28, 2022	Image Registration	CodeCode Available	1

Show:10 25 50

← PrevPage 15 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