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 811–820 of 953 papers

Title	Date	Tasks	Status
Greedy Graph Searching for Vascular Tracking in Angiographic Image Sequences	May 25, 2018	DiagnosticDynamic Time Warping	—Unverified
TractSeg - Fast and accurate white matter tract segmentation	May 18, 2018	ClusteringImage Registration	CodeCode Available
GAN Based Medical Image Registration	May 7, 2018	Image RegistrationMedical Image Registration	—Unverified
Localization: A Missing Link in the Pipeline of Object Matching and Registration	May 1, 2018	Image RegistrationObject	—Unverified
Adversarial Image Registration with Application for MR and TRUS Image Fusion	Apr 30, 2018	Image Registration	—Unverified
Deep Learning based Inter-Modality Image Registration Supervised by Intra-Modality Similarity	Apr 28, 2018	Image Registration	—Unverified
A matrix-free approach to parallel and memory-efficient deformable image registration	Apr 27, 2018	CPUGPU	—Unverified
Joint Deformable Registration of Large EM Image Volumes: A Matrix Solver Approach	Apr 26, 2018	Image Registration	CodeCode Available
Semi-Supervised Deep Metrics for Image Registration	Apr 4, 2018	Data AugmentationImage Registration	—Unverified
Learnable Exposure Fusion for Dynamic Scenes	Apr 4, 2018	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