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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 301–325 of 953 papers

TitleStatusHype
A Meta-Learning Approach for Medical Image Registration—0
Automatic Registration of SHG and H&E Images with Feature-based Initial Alignment and Intensity-based Instance Optimization: Contribution to the COMULIS Challenge—0
Automatic Registration of Images with Inconsistent Content Through Line-Support Region Segmentation and Geometrical Outlier Removal—0
AMD Severity Prediction And Explainability Using Image Registration And Deep Embedded Clustering—0
A Deep Network for Joint Registration and Reconstruction of Images with Pathologies—0
Automatic Nonrigid Histological Image Registration with Adaptive Multistep Algorithm—0
Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration—0
A matrix-free approach to parallel and memory-efficient deformable image registration—0
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration—0
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble—0
2D/3D Megavoltage Image Registration Using Convolutional Neural Networks—0
Double-Uncertainty Guided Spatial and Temporal Consistency Regularization Weighting for Learning-based Abdominal Registration—0
Downstream Analysis of Foundational Medical Vision Models for Disease Progression—0
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint—0
Efficient Globally-Optimal Correspondence-Less Visual Odometry for Planar Ground Vehicles—0
Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders—0
Detail-preserving and Content-aware Variational Multi-view Stereo Reconstruction—0
Automated quantitative analysis of first-pass myocardial perfusion magnetic resonance imaging data—0
Dense image registration and deformable surface reconstruction in presence of occlusions and minimal texture—0
Development and Whole-Body Validation of Personalizable Female and Male Pedestrian SAFER Human Body Models—0
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR—0
Automatic Image Registration in Infrared-Visible Videos using Polygon Vertices—0
Diffeomorphic Multi-Resolution Deep Learning Registration for Applications in Breast MRI—0
Diffeomorphic registration with intensity transformation and missing data: Application to 3D digital pathology of Alzheimer’s disease—0
A low-rank representation for unsupervised registration of medical images—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