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 611–620 of 953 papers

Title	Date	Tasks	Status
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy	May 21, 2024	Computed Tomography (CT)Image Registration	—Unverified
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration	Jul 9, 2018	Image Registration	—Unverified
Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration	Sep 24, 2018	Image RegistrationWeakly-supervised Learning	—Unverified
Weakly Supervised Registration of Prostate MRI and Histopathology Images	Jun 23, 2021	Image Registration	—Unverified
Weakly Supervised Spatial Implicit Neural Representation Learning for 3D MRI-Ultrasound Deformable Image Registration in HDR Prostate Brachytherapy	Mar 18, 2025	AnatomyImage Registration	—Unverified
Whole-Sample Mapping of Cancerous and Benign Tissue Properties	Jul 23, 2019	ClusteringImage Registration	—Unverified
Whole slide image registration for the study of tumor heterogeneity	Jan 24, 2019	feature selectionImage Registration	—Unverified
WSSAMNet: Weakly Supervised Semantic Attentive Medical Image Registration Network	Mar 5, 2022	Image RegistrationMedical Image Registration	—Unverified
ZeroGS: Training 3D Gaussian Splatting from Unposed Images	Nov 24, 2024	3DGSImage Registration	—Unverified
Zero Shot Learning for Multi-Modal Real Time Image Registration	Aug 17, 2019	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