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 141–150 of 953 papers

Title	Date	Tasks	Status	Hype	Score
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions	Mar 14, 2022	Deformable Medical Image RegistrationImage Registration	CodeCode Available	1	5
Joint super-resolution and synthesis of 1 mm isotropic MP-RAGE volumes from clinical MRI exams with scans of different orientation, resolution and contrast	Dec 24, 2020	Image RegistrationSkull Stripping	CodeCode Available	1	5
Conditional Deformable Image Registration with Convolutional Neural Network	Jun 23, 2021	Image RegistrationSelf-Supervised Learning	CodeCode Available	1	5
Cross-Modality Image Registration using a Training-Time Privileged Third Modality	Jul 26, 2022	Image Registration	CodeCode Available	1	5
Continual atlas-based segmentation of prostate MRI	Nov 1, 2023	Continual Learningimage-classification	CodeCode Available	1	5
IIRP-Net: Iterative Inference Residual Pyramid Network for Enhanced Image Registration	Jan 1, 2024	Image Registration	CodeCode Available	1	5
Learning Deformable Registration of Medical Images with Anatomical Constraints	Jan 20, 2020	AnatomyImage Registration	CodeCode Available	1	5
Coordinate Translator for Learning Deformable Medical Image Registration	Mar 5, 2022	Deformable Medical Image RegistrationImage Registration	CodeCode Available	1	5
Preserving Tumor Volumes for Unsupervised Medical Image Registration	Sep 18, 2023	AnatomyImage Registration	CodeCode Available	1	5
Voxelmorph++ Going beyond the cranial vault with keypoint supervision and multi-channel instance optimisation	Feb 28, 2022	Image Registration	CodeCode Available	1	5

Show:10 25 50

← PrevPage 15 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