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 861–870 of 953 papers

Title	Date	Tasks	Status
End-to-End Unsupervised Deformable Image Registration with a Convolutional Neural Network	Apr 20, 2017	Image Registration	—Unverified
Fast Predictive Multimodal Image Registration	Mar 31, 2017	DecoderImage Registration	—Unverified
Quicksilver: Fast Predictive Image Registration - a Deep Learning Approach	Mar 31, 2017	DecoderDeep Learning	CodeCode Available
A Geometric Framework for Stochastic Shape Analysis	Mar 29, 2017	Image Registration	CodeCode Available
A Lagrangian Gauss-Newton-Krylov Solver for Mass- and Intensity-Preserving Diffeomorphic Image Registration	Mar 13, 2017	Image Registration	—Unverified
Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion	Feb 28, 2017	Image RegistrationMotion Compensation	CodeCode Available
Normalized Total Gradient: A New Measure for Multispectral Image Registration	Feb 15, 2017	Image Registration	—Unverified
Slice-to-volume medical image registration: a survey	Feb 6, 2017	Image ReconstructionImage Registration	—Unverified
Distributed methods for synchronization of orthogonal matrices over graphs	Jan 25, 2017	Image Registration	—Unverified
Probabilistic Diffeomorphic Registration: Representing Uncertainty	Jan 12, 2017	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