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 881–890 of 953 papers

Title	Date	Tasks	Status
Prediction of the motion of chest internal points using a recurrent neural network trained with real-time recurrent learning for latency compensation in lung cancer radiotherapy	Jul 13, 2022	Image RegistrationMultivariate Time Series Forecasting	CodeCode Available
MBSS-T1: Model-Based Subject-Specific Self-Supervised Motion Correction for Robust Cardiac T1 Mapping	Aug 21, 2024	Image RegistrationQuantitative MRI	CodeCode Available
Deep Regression 2D-3D Ultrasound Registration for Liver Motion Correction in Focal Tumor Thermal Ablation	Oct 3, 2024	Computed Tomography (CT)Image Registration	CodeCode Available
Pretraining Deformable Image Registration Networks with Random Images	May 30, 2025	Computational EfficiencyImage Registration	CodeCode Available
To Glue or Not to Glue? Classical vs Learned Image Matching for Mobile Mapping Cameras to Textured Semantic 3D Building Models	May 23, 2025	Image RegistrationVisual Localization	CodeCode Available
Privacy Preserving Image Registration	May 17, 2022	Affine Image RegistrationCubic splines Image Registration	CodeCode Available
Exploring Intensity Invariance in Deep Neural Networks for Brain Image Registration	Sep 21, 2020	Deep LearningImage Registration	CodeCode Available
CABLD: Contrast-Agnostic Brain Landmark Detection with Consistency-Based Regularization	Nov 26, 2024	Anatomical Landmark DetectionBrain landmark detection	CodeCode Available
3D Convolutional Neural Networks Image Registration Based on Efficient Supervised Learning from Artificial Deformations	Aug 27, 2019	Image Registration	CodeCode Available
A Learning-based Optimization Algorithm:Image Registration Optimizer Network	Nov 23, 2020	global-optimizationImage Registration	CodeCode Available

Show:10 25 50

← PrevPage 89 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