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 151–160 of 953 papers

Title	Date	Tasks	Status	Hype	Score
Decoder-Only Image Registration	Feb 5, 2024	DecoderImage Registration	CodeCode Available	1	5
Deep Learning in Medical Image Registration: Magic or Mirage?	Aug 11, 2024	Deep LearningImage Registration	CodeCode Available	1	5
Deep HDR Imaging via A Non-Local Network	Feb 10, 2020	HDR ReconstructionImage Registration	CodeCode Available	1	5
DeepFLASH: An Efficient Network for Learning-based Medical Image Registration	Apr 5, 2020	Image RegistrationMedical Image Registration	CodeCode Available	1	5
AutoFuse: Automatic Fusion Networks for Deformable Medical Image Registration	Sep 11, 2023	Deformable Medical Image RegistrationImage Registration	CodeCode Available	1	5
A Geometric Framework for Stochastic Shape Analysis	Mar 29, 2017	Image Registration	CodeCode Available	0	5
High-throughput, high-resolution registration-free generated adversarial network microscopy	Jan 7, 2018	Generative Adversarial NetworkImage Registration	CodeCode Available	0	5
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope Manipulation	Oct 25, 2021	Image Registration	CodeCode Available	0	5
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image Registration	Mar 4, 2024	Image RegistrationMedical Image Registration	CodeCode Available	0	5
Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration	Dec 1, 2019	Image Registration	CodeCode Available	0	5

Show:10 25 50

← PrevPage 16 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