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 361–370 of 953 papers

Title	Date	Tasks	Status	Hype
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation	Mar 14, 2023	Deformable Medical Image RegistrationImage Registration	—Unverified	0
Deformable Cross-Attention Transformer for Medical Image Registration	Mar 10, 2023	Image RegistrationMedical Image Registration	—Unverified	0
Spatially-varying Regularization with Conditional Transformer for Unsupervised Image Registration	Mar 10, 2023	Image RegistrationUnsupervised Image Registration	—Unverified	0
Virtual Inverse Perspective Mapping for Simultaneous Pose and Motion Estimation	Mar 9, 2023	Image RegistrationMotion Estimation	—Unverified	0
MOREA: a GPU-accelerated Evolutionary Algorithm for Multi-Objective Deformable Registration of 3D Medical Images	Mar 8, 2023	GPUImage Registration	—Unverified	0
Structure-aware registration network for liver DCE-CT images	Mar 8, 2023	Image RegistrationSegmentation	—Unverified	0
Joint cortical registration of geometry and function using semi-supervised learning	Mar 2, 2023	Image Registration	—Unverified	0
Can representation learning for multimodal image registration be improved by supervision of intermediate layers?	Mar 1, 2023	Contrastive Learningimage-classification	—Unverified	0
Indescribable Multi-modal Spatial Evaluator	Mar 1, 2023	Image RegistrationImage-to-Image Translation	CodeCode Available	1
Nonlinear Intensity, Scale and Rotation Invariant Matching for Multimodal Images	Feb 28, 2023	Image RegistrationTemplate Matching	CodeCode Available	0

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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