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 541–550 of 953 papers

Title	Date	Tasks	Status
Robust Flower Cluster Matching Using The Unscented Transform	Mar 26, 2025	Image Registration	—Unverified
Robust registration of medical images in the presence of spatially-varying noise	Nov 12, 2017	Image Registration	—Unverified
Robust Image Registration with Absent Correspondences in Pre-operative and Follow-up Brain MRI Scans of Diffuse Glioma Patients	Oct 20, 2022	Image Registration	—Unverified
Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning	Jan 29, 2020	Image RegistrationMedical Image Registration	—Unverified
Robust Registration of Multimodal Remote Sensing Images Based on Structural Similarity	Mar 31, 2021	Image RegistrationTemplate Matching	—Unverified
RoTIR: Rotation-Equivariant Network and Transformers for Fish Scale Image Registration	Jan 20, 2024	Deep LearningImage Registration	—Unverified
RS-MOCO: A deep learning-based topology-preserving image registration method for cardiac T1 mapping	Oct 15, 2024	Image RegistrationMyocardium Segmentation	—Unverified
SAMReg: SAM-enabled Image Registration with ROI-based Correspondence	Oct 17, 2024	Image RegistrationMedical Image Registration	—Unverified
SC3EF: A Joint Self-Correlation and Cross-Correspondence Estimation Framework for Visible and Thermal Image Registration	Apr 17, 2025	Image RegistrationOptical Flow Estimation	—Unverified
Scale Selection of Adaptive Kernel Regression by Joint Saliency Map for Nonrigid Image Registration	Mar 3, 2013	Image Registrationregression	—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