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 411–420 of 953 papers

Title	Date	Tasks	Status
An Elastic Image Registration Approach for Wireless Capsule Endoscope Localization	Apr 23, 2015	Affine Image RegistrationImage Registration	—Unverified
Adversarial Image Registration with Application for MR and TRUS Image Fusion	Apr 30, 2018	Image Registration	—Unverified
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks	Jul 17, 2017	AnatomyImage Registration	—Unverified
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review	Dec 20, 2024	Image RegistrationMedical Image Registration	—Unverified
From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification	Jul 8, 2025	DiagnosticExplainable artificial intelligence	—Unverified
From Registration Uncertainty to Segmentation Uncertainty	Mar 8, 2024	Image RegistrationSegmentation	—Unverified
Flexible Bayesian Modelling for Nonlinear Image Registration	Jun 3, 2020	AnatomyImage Registration	—Unverified
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review	Feb 26, 2025	Image Registration	—Unverified
First Order Locally Orderless Registration	Aug 10, 2021	Density EstimationImage Registration	—Unverified
Classifier-guided registration of coronary CT angiography and intravascular ultrasound	Dec 22, 2024	Image 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