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 521–530 of 953 papers

Title	Date	Tasks	Status
PC-SwinMorph: Patch Representation for Unsupervised Medical Image Registration and Segmentation	Mar 10, 2022	Image RegistrationMedical Image Registration	—Unverified
Region Specific Optimization (RSO)-based Deep Interactive Registration	Mar 8, 2022	Image RegistrationMedical Image Registration	—Unverified
MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent	Mar 8, 2022	Image RegistrationImage Retrieval	CodeCode Available
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis	Mar 7, 2022	Image GenerationImage Registration	—Unverified
WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network	Mar 5, 2022	Image RegistrationMedical Image Registration	—Unverified
Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles	Mar 1, 2022	Image RegistrationMotion Estimation	—Unverified
Optimal Transport-based Graph Matching for 3D retinal OCT image registration	Feb 28, 2022	Graph MatchingImage Registration	—Unverified
A Robust Multimodal Remote Sensing Image Registration Method and System Using Steerable Filters with First- and Second-order Gradients	Feb 27, 2022	Computational EfficiencyImage Registration	—Unverified
Diffeomorphic Image Registration with Neural Velocity Field	Feb 25, 2022	Image RegistrationMedical Image Analysis	—Unverified
A Transformer-based Network for Deformable Medical Image Registration	Feb 24, 2022	Deformable Medical Image RegistrationImage 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