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 491–500 of 953 papers

Title	Date	Tasks	Status
OSDM-MReg: Multimodal Image Registration based One Step Diffusion Model	Apr 8, 2025	DenoisingImage Registration	—Unverified
Palmprint image registration using convolutional neural networks and Hough transform	Apr 1, 2019	Image Registration	—Unverified
Particle Swarm Optimization in 3D Medical Image Registration: A Systematic Review	Feb 22, 2023	Image RegistrationMedical Image Registration	—Unverified
Part-to-whole Registration of Histology and MRI using Shape Elements	Aug 27, 2017	Image Registration	—Unverified
Patch-based field-of-view matching in multi-modal images for electroporation-based ablations	Nov 9, 2020	AnatomyComputed Tomography (CT)	—Unverified
PatchMorph: A Stochastic Deep Learning Approach for Unsupervised 3D Brain Image Registration with Small Patches	Dec 12, 2023	GPUImage Registration	—Unverified
PCNet: A Structure Similarity Enhancement Method for Multispectral and Multimodal Image Registration	Jun 9, 2021	Image Registration	—Unverified
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation	Mar 10, 2022	Image RegistrationMedical Image Registration	—Unverified
PDE-constrained optimization in medical image analysis	Feb 28, 2018	Decision MakingImage Registration	—Unverified
Performance of Image Registration Tools on High-Resolution 3D Brain Images	Jul 13, 2018	Computational EfficiencyImage Registration	—Unverified

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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