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 901–910 of 953 papers

Title	Date	Tasks	Status
Deep Sparse Representation for Robust Image Registration	Jun 1, 2015	Image Registration	—Unverified
A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration	Jun 1, 2015	Image Registration	—Unverified
Detail-preserving and Content-aware Variational Multi-view Stereo Reconstruction	May 3, 2015	DenoisingImage Registration	—Unverified
Comparative study of image registration techniques for bladder video-endoscopy	Apr 29, 2015	Image Registration	—Unverified
Probabilistic Depth Image Registration incorporating Nonvisual Information	Apr 29, 2015	Image RegistrationObject	—Unverified
A novel variational model for image registration using Gaussian curvature	Apr 28, 2015	Image RegistrationMath	—Unverified
An Elastic Image Registration Approach for Wireless Capsule Endoscope Localization	Apr 23, 2015	Affine Image RegistrationImage Registration	—Unverified
Groupwise registration of aerial images	Apr 21, 2015	Image Registration	—Unverified
siftservice.com - Turning a Computer Vision algorithm into a World Wide Web Service	Apr 11, 2015	Image Forgery DetectionImage Registration	—Unverified
Locally Non-rigid Registration for Mobile HDR Photography	Apr 7, 2015	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