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 561–570 of 953 papers

Title	Date	Tasks	Status
Towards multi-modal anatomical landmark detection for ultrasound-guided brain tumor resection with contrastive learning	Jul 26, 2023	Anatomical Landmark DetectionContrastive Learning	—Unverified
Towards RGB-NIR Cross-modality Image Registration and Beyond	May 30, 2024	Image Registration	—Unverified
Transformation trees -- documentation of multimodal image registration	Jan 31, 2025	DiagnosticImage Registration	—Unverified
Transformer-Based Local Feature Matching for Multimodal Image Registration	Apr 25, 2024	Image RegistrationPose Estimation	—Unverified
Transformers Improve Breast Cancer Diagnosis from Unregistered Multi-View Mammograms	Jun 21, 2022	Image Registration	—Unverified
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network	Feb 27, 2018	Computed Tomography (CT)Generative Adversarial Network	—Unverified
Efficient Feature-based Image Registration by Mapping Sparsified Surfaces	May 20, 2016	Image Registration	—Unverified
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research	Oct 19, 2023	Image RegistrationImage Segmentation	—Unverified
Tumor aware recurrent inter-patient deformable image registration of computed tomography scans with lung cancer	Sep 18, 2024	Image Registration	—Unverified
Two Dimensional Sparse-Regularization-Based InSAR Imaging with Back-Projection Embedding	Sep 21, 2022	Image RegistrationVocal Bursts Valence Prediction	—Unverified

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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