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 571–580 of 953 papers

Title	Date	Tasks	Status
SemCal: Semantic LiDAR-Camera Calibration using Neural MutualInformation Estimator	Sep 21, 2021	Camera CalibrationImage Registration	—Unverified
Real-time multimodal image registration with partial intraoperative point-set data	Sep 10, 2021	Image Registration	—Unverified
Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration	Sep 6, 2021	Computed Tomography (CT)Image Registration	—Unverified
Deep learning facilitates fully automated brain image registration of optoacoustic tomography and magnetic resonance imaging	Sep 4, 2021	AnatomyBrain Segmentation	—Unverified
Burst Imaging for Light-Constrained Structure-From-Motion	Aug 23, 2021	3D ReconstructionImage Registration	—Unverified
NPBDREG: Uncertainty Assessment in Diffeomorphic Brain MRI Registration using a Non-parametric Bayesian Deep-Learning Based Approach	Aug 15, 2021	Decision MakingImage Registration	CodeCode Available
First Order Locally Orderless Registration	Aug 10, 2021	Density EstimationImage Registration	—Unverified
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration	Aug 7, 2021	Image RegistrationMedical Image Analysis	—Unverified
Application of Tilt Correlation Statistics to Anisoplanatic Optical Turbulence Modeling and Mitigation	Aug 1, 2021	Image Registrationparameter estimation	—Unverified
Precise Aerial Image Matching based on Deep Homography Estimation	Jul 19, 2021	Homography EstimationImage 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