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 341–350 of 953 papers

Title	Date	Tasks	Status
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images	Dec 30, 2021	Image RegistrationSuper-Resolution	—Unverified
A Gentle Introduction to Deep Learning in Medical Image Processing	Oct 12, 2018	Deep LearningImage Registration	—Unverified
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology	Nov 24, 2022	DiagnosticImage Registration	—Unverified
CS591 Report: Application of siamesa network in 2D transformation	Jun 29, 2017	Deep LearningGeneral Classification	—Unverified
Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks	Aug 15, 2020	Few-Shot LearningImage Registration	—Unverified
Application of Tilt Correlation Statistics to Anisoplanatic Optical Turbulence Modeling and Mitigation	Aug 1, 2021	Image Registrationparameter estimation	—Unverified
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces	Aug 23, 2023	Image Registration	—Unverified
Application of Disentanglement to Map Registration Problem	Aug 26, 2024	DisentanglementImage Registration	—Unverified
CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph	Jul 21, 2023	Deep LearningImage Registration	—Unverified
A Plug-and-Play Image Registration Network	Oct 6, 2023	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