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 871–880 of 953 papers

Title	Date	Tasks	Status
Universal Joint Image Clustering and Registration using Partition Information	Jan 10, 2017	ClusteringImage Clustering	—Unverified
Registering large volume serial-section electron microscopy image sets for neural circuit reconstruction using FFT signal whitening	Dec 14, 2016	AnatomyImage Registration	—Unverified
A Non-Local Means Approach for Gaussian Noise Removal from Images using a Modified Weighting Kernel	Dec 3, 2016	DenoisingImage Registration	—Unverified
An Artificial Agent for Robust Image Registration	Nov 30, 2016	Image RegistrationMedical Image Registration	CodeCode Available
Predicting 1p19q Chromosomal Deletion of Low-Grade Gliomas from MR Images using Deep Learning	Nov 21, 2016	Image RegistrationSelf-Learning	—Unverified
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching	Nov 16, 2016	Image Registration	—Unverified
Validation of Tsallis Entropy In Inter-Modality Neuroimage Registration	Nov 6, 2016	Computed Tomography (CT)Diagnostic	—Unverified
Iterative Inversion of Deformation Vector Fields with Feedback Control	Oct 27, 2016	4D reconstructionImage Registration	CodeCode Available
Template Matching Advances and Applications in Image Analysis	Oct 23, 2016	Decision MakingImage Registration	—Unverified
Matching of Images with Rotation Transformation Based on the Virtual Electromagnetic Interaction	Oct 10, 2016	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