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 891–900 of 953 papers

Title	Date	Tasks	Status
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters	Jul 10, 2024	Image Registration	CodeCode Available
Progressive Retinal Image Registration via Global and Local Deformable Transformations	Sep 2, 2024	Image Registration	CodeCode Available
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging Data	Dec 6, 2022	Brain Image SegmentationImage Registration	CodeCode Available
PULPo: Probabilistic Unsupervised Laplacian Pyramid Registration	Jul 15, 2024	Image RegistrationUncertainty Quantification	CodeCode Available
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal Imaging	Sep 25, 2019	3D Object ReconstructionDiagnostic	CodeCode Available
Quantifying Knee Cartilage Shape and Lesion: From Image to Metrics	Sep 11, 2024	Data VisualizationImage Registration	CodeCode Available
Quantifying the Resolution of a Template after Image Registration	Feb 27, 2024	Affine Image RegistrationAnatomy	CodeCode Available
Metric Learning for Image Registration	Apr 21, 2019	Deep LearningDeformable Medical Image Registration	CodeCode Available
MICDIR: Multi-scale Inverse-consistent Deformable Image Registration using UNetMSS with Self-Constructing Graph Latent	Mar 8, 2022	Image RegistrationImage Retrieval	CodeCode Available
Quantitative Error Prediction of Medical Image Registration using Regression Forests	May 18, 2019	Image RegistrationMedical Image Registration	CodeCode Available

Show:10 25 50

← PrevPage 90 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