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 621–630 of 953 papers

Title	Date	Tasks	Status
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks	Dec 18, 2020	Image RegistrationSegmentation	—Unverified
Representing Ambiguity in Registration Problems with Conditional Invertible Neural Networks	Dec 15, 2020	Computed Tomography (CT)Image Registration	—Unverified
Sylvester Matrix Based Similarity Estimation Method for Automation of Defect Detection in Textile Fabrics	Dec 9, 2020	Defect DetectionEdge Detection	—Unverified
Generation of annotated multimodal ground truth datasets for abdominal medical image registration	Dec 2, 2020	Computed Tomography (CT)Image Registration	—Unverified
Long-range medical image registration through generalized mutual information (GMI): toward a fully automatic volumetric alignment	Nov 30, 2020	Image RegistrationMedical Image Registration	—Unverified
CNN-based Lung CT Registration with Multiple Anatomical Constraints	Nov 29, 2020	Deep LearningImage Registration	—Unverified
cMinMax: A Fast Algorithm to Find the Corners of an N-dimensional Convex Polytope	Nov 28, 2020	3D Object DetectionImage Registration	CodeCode Available
Deep Learning for Regularization Prediction in Diffeomorphic Image Registration	Nov 28, 2020	Deep LearningImage Registration	—Unverified
A Learning-based Optimization Algorithm:Image Registration Optimizer Network	Nov 23, 2020	global-optimizationImage Registration	CodeCode Available
Registration of Multiresolution Remote Sensing Images Based on L2-Siamese Model	Nov 19, 2020	AttributeChange Detection	CodeCode Available

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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