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 176–200 of 953 papers

Title	Date	Tasks	Status	Score
Indirect Image Registration with Large Diffeomorphic Deformations	Jun 13, 2017	Image Registration	CodeCode Available	5
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous Malformations	Mar 23, 2024	Decision MakingImage Registration	CodeCode Available	5
Inverse Consistency by Construction for Multistep Deep Registration	Apr 28, 2023	Image RegistrationMedical Image Registration	CodeCode Available	5
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brain	Aug 8, 2023	DiversityImage Registration	CodeCode Available	5
Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based Approaches	Jun 28, 2024	Image Registration	CodeCode Available	5
Improving Generalization of Medical Image Registration Foundation Model	May 10, 2025	Computational EfficiencyImage Registration	CodeCode Available	5
IMITATE: Image Registration with Context for unknown time frame recovery	May 15, 2025	Image Registration	CodeCode Available	5
Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock image	Apr 9, 2025	Image RegistrationSSIM	CodeCode Available	5
Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration	Sep 10, 2018	Anatomical Landmark DetectionImage Registration	CodeCode Available	5
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image Registration	Mar 4, 2024	Image RegistrationMedical Image Registration	CodeCode Available	5
Adversarial Deformation Regularization for Training Image Registration Neural Networks	May 27, 2018	Image Registration	CodeCode Available	5
CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registration	Aug 13, 2018	Image Registration	CodeCode Available	5
An automated, geometry-based method for hippocampal shape and thickness analysis	Feb 1, 2023	HippocampusImage Registration	CodeCode Available	5
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope Manipulation	Oct 25, 2021	Image Registration	CodeCode Available	5
Comparison of Consecutive and Re-stained Sections for Image Registration in Histopathology	Jun 24, 2021	Image Registration	CodeCode Available	5
Advancing Deformable Medical Image Registration with Multi-axis Cross-covariance Attention	Dec 24, 2024	Deformable Medical Image RegistrationImage Registration	CodeCode Available	5
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations	Aug 27, 2019	Image Registration	CodeCode Available	5
CARL: A Framework for Equivariant Image Registration	May 27, 2024	Image RegistrationMedical Image Registration	CodeCode Available	5
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It Simple	Dec 1, 2015	Image Registration	CodeCode Available	5
High-throughput, high-resolution registration-free generated adversarial network microscopy	Jan 7, 2018	Generative Adversarial NetworkImage Registration	CodeCode Available	5
Image-and-Spatial Transformer Networks for Structure-Guided Image Registration	Jul 22, 2019	Image Registration	CodeCode Available	5
An Artificial Agent for Robust Image Registration	Nov 30, 2016	Image RegistrationMedical Image Registration	CodeCode Available	5
CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal Brain	Jun 11, 2025	Data AugmentationImage Registration	CodeCode Available	5
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization	Nov 26, 2024	Anatomical Landmark DetectionBrain landmark detection	CodeCode Available	5
GLAMpoints: Greedily Learned Accurate Match points	Aug 19, 2019	Image RegistrationKeypoint Detection	CodeCode Available	5

Show:10 25 50

← PrevPage 8 of 39Next →

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