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 321–330 of 953 papers

Title	Date	Tasks	Status
Dense image registration and deformable surface reconstruction in presence of occlusions and minimal texture	Mar 11, 2015	3D ReconstructionImage Registration	—Unverified
Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices	Mar 17, 2014	Image Registration	—Unverified
Diffeomorphic Multi-Resolution Deep Learning Registration for Applications in Breast MRI	Sep 24, 2023	Image RegistrationMedical Image Registration	—Unverified
Diffeomorphic registration with intensity transformation and missing data: Application to 3D digital pathology of Alzheimer’s disease	Jan 4, 2019	3D ReconstructionDeformable Medical Image Registration	—Unverified
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration	May 4, 2024	Image Registration	—Unverified
Automatic Nonrigid Histological Image Registration with Adaptive Multistep Algorithm	Apr 1, 2019	GPUImage Registration	—Unverified
Automatic Registration of Images with Inconsistent Content Through Line-Support Region Segmentation and Geometrical Outlier Removal	Apr 2, 2022	Image Registration	—Unverified
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks	Apr 5, 2024	Image RegistrationMedical Image Analysis	—Unverified
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model	Dec 9, 2021	Image RegistrationMedical Image Registration	—Unverified
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR	Aug 21, 2023	Image RegistrationMedical 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