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 161–170 of 953 papers

Title	Date	Tasks	Status	Hype
High-Resolution Hyperspectral Video Imaging Using A Hexagonal Camera Array	Jul 12, 2024	Image Registration	—Unverified	0
GUI-based Pedicle Screw Planning on Fluoroscopic Images Utilizing Vertebral Segmentation	Jul 11, 2024	Image Registration	—Unverified	0
MapLocNet: Coarse-to-Fine Feature Registration for Visual Re-Localization in Navigation Maps	Jul 11, 2024	Autonomous DrivingImage Registration	—Unverified	0
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical Filters	Jul 10, 2024	Image Registration	CodeCode Available	0
Deformation-Recovery Diffusion Model (DRDM): Instance Deformation for Image Manipulation and Synthesis	Jul 10, 2024	Data AugmentationFew-Shot Learning	CodeCode Available	1
Self-Paced Sample Selection for Barely-Supervised Medical Image Segmentation	Jul 7, 2024	Contrastive LearningImage Registration	CodeCode Available	0
A Hybrid Registration and Fusion Method for Hyperspectral Super-resolution	Jul 7, 2024	Image RegistrationSuper-Resolution	—Unverified	0
Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image Registration	Jul 5, 2024	Image RegistrationMedical Image Registration	CodeCode Available	0
POLAFFINI: Efficient feature-based polyaffine initialization for improved non-linear image registration	Jul 4, 2024	Image Registration	—Unverified	0
3D Multimodal Image Registration for Plant Phenotyping	Jul 3, 2024	Image RegistrationPlant Phenotyping	CodeCode Available	0

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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