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 581–590 of 953 papers

Title	Date	Tasks	Status
Unsupervised Deformable Image Registration for Respiratory Motion Compensation in Ultrasound Images	Jun 23, 2023	Image RegistrationMotion Compensation	—Unverified
Unsupervised Deformable Medical Image Registration via Pyramidal Residual Deformation Fields Estimation	Apr 16, 2020	Deformable Medical Image RegistrationImage Registration	—Unverified
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations	Mar 22, 2019	Image RegistrationImage-to-Image Translation	—Unverified
Unsupervised Deformable Ultrasound Image Registration and Its Application for Vessel Segmentation	Jun 23, 2023	Data AugmentationImage Registration	—Unverified
Unsupervised diffeomorphic cardiac image registration using parameterization of the deformation field	Aug 28, 2022	Image Registration	—Unverified
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers	Nov 21, 2022	Image Registration	—Unverified
Unsupervised End-to-end Learning for Deformable Medical Image Registration	Nov 23, 2017	Deformable Medical Image RegistrationImage Registration	—Unverified
Unsupervised Image Registration Towards Enhancing Performance and Explainability in Cardiac And Brain Image Analysis	Mar 7, 2022	Image GenerationImage Registration	—Unverified
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Move's discrepancies	May 28, 2020	Domain AdaptationImage Registration	—Unverified
Unsupervised learning of multimodal image registration using domain adaptation with projected Earth Mover’s discrepancies	Jan 25, 2020	Domain AdaptationImage Registration	—Unverified

Show:10 25 50

← PrevPage 59 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