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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

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Showing 201–225 of 953 papers

TitleStatusHype
Adversarial Image Registration with Application for MR and TRUS Image Fusion—0
DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching—0
Classifier-guided registration of coronary CT angiography and intravascular ultrasound—0
Classic versus deep learning approaches to address computer vision challenges—0
An evolutionary computational based approach towards automatic image registration—0
CNN-based Cardiac Motion Extraction to Generate Deformable Geometric Left Ventricle Myocardial Models from Cine MRI—0
Quasiconformal model with CNN features for large deformation image registration—0
CNN Driven Sparse Multi-Level B-Spline Image Registration—0
Cognitive-mapping and contextual pyramid based Digital Elevation Model Registration and its effective storage using fractal based compression—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
Collaborative Learning for Unsupervised Multimodal Remote Sensing Image Registration: Integrating Self-Supervision and MIM-Guided Diffusion-Based Image Translation—0
Collaborative Quantization Embeddings for Intra-Subject Prostate MR Image Registration—0
Color Homography Color Correction—0
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information—0
Comparative study of image registration techniques for bladder video-endoscopy—0
Computer-Aided Design of Personalized Occlusal Positioning Splints Using Multimodal 3D Data—0
Computing Topology Preservation of RBF Transformations for Landmark-Based Image Registration—0
An Average of the Human Ear Canal: Recovering Acoustical Properties via Shape Analysis—0
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization—0
Conditional Segmentation in Lieu of Image Registration—0
ConKeD++ -- Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses—0
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration—0
CLAIRE -- Parallelized Diffeomorphic Image Registration for Large-Scale Biomedical Imaging Applications—0
Constrained H^1-regularization schemes for diffeomorphic image registration—0
A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RAN4+DSC0.62—Unverified
2CLIP+SVD+ViTDSC0.61—Unverified
3CLIP+SVD+ResNetDSC0.6—Unverified
4CLIP+ViTDSC0.59—Unverified
5Chatgpt+SVDDSC0.58—Unverified
6RMAnDSC0.55—Unverified
7RAN3DSC0.54—Unverified
8SAME++DSC0.49—Unverified
9DnetDSC0.47—Unverified
#ModelMetricClaimedVerifiedStatus
1LKRetinamAUC0.76—Unverified
2SuperRetinamAUC0.76—Unverified
3REMPE, JBHI 2020mAUC0.72—Unverified
4GLAMpoints, ICCV 2019mAUC0.62—Unverified
5SIFTmAUC0.57—Unverified
6PBO, ICIP 2010mAUC0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1DnetASD5.01—Unverified
2RMAnASD3.83—Unverified
3RAN4+ASD3.8—Unverified
4RAN3ASD3.01—Unverified
#ModelMetricClaimedVerifiedStatus
1Region-specific Diffeomorphic Metric MappingDice68.18—Unverified
2vSVF-net [shen2019networks]Dice67.59—Unverified
#ModelMetricClaimedVerifiedStatus
1Recursive Refinement Networklandmarks0.83—Unverified