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 581–590 of 953 papers

Title	Date	Tasks	Status	Hype
Learning the Update Operator for 2D/3D Image Registration	Feb 4, 2021	Computational EfficiencyImage Registration	—Unverified	0
Synthetic Generation of Three-Dimensional Cancer Cell Models from Histopathological Images	Jan 26, 2021	DecoderImage Registration	—Unverified	0
D-Net: Siamese based Network with Mutual Attention for Volume Alignment	Jan 25, 2021	Affine Image RegistrationComputed Tomography (CT)	CodeCode Available	0
FlowReg: Fast Deformable Unsupervised Medical Image Registration using Optical Flow	Jan 24, 2021	AnatomyImage Registration	CodeCode Available	1
VIO-Aided Structure from Motion Under Challenging Environments	Jan 24, 2021	3D ReconstructionImage Registration	—Unverified	0
Classic versus deep learning approaches to address computer vision challenges	Jan 24, 2021	Deep LearningEdge Detection	—Unverified	0
A Simple Mutual Information based Registration Method for Thermal-Optical Image Pairs applied on a Novel Dataset	Jan 18, 2021	ColorizationImage Registration	—Unverified	0
Symmetric-Constrained Irregular Structure Inpainting for Brain MRI Registration with Tumor Pathology	Jan 17, 2021	Brain Tumor SegmentationImage Inpainting	—Unverified	0
Morphological Change Forecasting for Prostate Glands using Feature-based Registration and Kernel Density Extrapolation	Jan 16, 2021	Density EstimationHoldout Set	—Unverified	0
HyperMorph: Amortized Hyperparameter Learning for Image Registration	Jan 4, 2021	Image Registration	—Unverified	0

Show:10 25 50

← PrevPage 59 of 96Next →

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