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 361–370 of 953 papers

Title	Date	Tasks	Status
A Simple Mutual Information based Registration Method for Thermal-Optical Image Pairs applied on a Novel Dataset	Jan 18, 2021	ColorizationImage Registration	—Unverified
A Counterexample in Cross-Correlation Template Matching	Oct 24, 2024	Image RegistrationQuantization	—Unverified
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration	Jun 27, 2022	Contrastive LearningImage Registration	—Unverified
Continuous sPatial-Temporal Deformable Image Registration (CPT-DIR) for motion modelling in radiotherapy: beyond classic voxel-based methods	May 1, 2024	Image Registration	—Unverified
A Novel Histogram Based Robust Image Registration Technique	Feb 23, 2014	Image RegistrationTranslation	—Unverified
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept	Jul 16, 2016	Image Registration	—Unverified
A Novel Enhanced Convolution Neural Network with Extreme Learning Machine: Facial Emotional Recognition in Psychology Practices	Aug 5, 2022	Emotion RecognitionFacial Emotion Recognition	—Unverified
CNN-based Lung CT Registration with Multiple Anatomical Constraints	Nov 29, 2020	Deep LearningImage Registration	—Unverified
Constrained Mass Optimal Transport	Jun 5, 2022	Content-Based Image RetrievalGeophysics	—Unverified
A Novel Domain Adaptation Framework for Medical Image Segmentation	Oct 11, 2018	Domain AdaptationImage 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