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 261–270 of 953 papers

Title	Date	Tasks	Status
Deformable Image Registration with Stochastically Regularized Biomechanical Equilibrium	Dec 22, 2023	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
Can representation learning for multimodal image registration be improved by supervision of intermediate layers?	Mar 1, 2023	Contrastive Learningimage-classification	—Unverified
Can a single image processing algorithm work equally well across all phases of DCE-MRI?	Jun 22, 2023	AllImage Registration	—Unverified
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach	Dec 19, 2019	Image RegistrationImage Stitching	—Unverified
Calibrating LiDAR and Camera using Semantic Mutual information	Apr 24, 2021	Image Registration	—Unverified
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint	Aug 5, 2020	CPUImage Registration	—Unverified
2D Reconstruction of Small Intestine's Interior Wall	Mar 15, 2018	Image RegistrationImage Stitching	—Unverified
BW - Eye Ophthalmologic decision support system based on clinical workflow and data mining techniques-image registration algorithm	Dec 17, 2013	Image Registration	—Unverified
BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features	Dec 30, 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