SOTAVerified

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 301–350 of 953 papers

TitleStatusHype
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking—0
Dilated FCN for Multi-Agent 2D/3D Medical Image Registration—0
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
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
Estimation of 3T MR images from 1.5T images regularized with Physics based Constraint—0
A matrix-free approach to parallel and memory-efficient deformable image registration—0
Automatic Landmarks Correspondence Detection in Medical Images with an Application to Deformable Image Registration—0
Enhanced Synthetic MRI Generation from CT Scans Using CycleGAN with Feature Extraction—0
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration—0
Development and Whole-Body Validation of Personalizable Female and Male Pedestrian SAFER Human Body Models—0
Detecting Pancreatic Ductal Adenocarcinoma in Multi-phase CT Scans via Alignment Ensemble—0
2D/3D Megavoltage Image Registration Using Convolutional Neural Networks—0
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration—0
Exploring Generalizable Pre-training for Real-world Change Detection via Geometric Estimation—0
Fast Learning-based Registration of Sparse 3D Clinical Images—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
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
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration—0
Automatic Nonrigid Histological Image Registration with Adaptive Multistep Algorithm—0
Automatic Registration of Images with Inconsistent Content Through Line-Support Region Segmentation and Geometrical Outlier Removal—0
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks—0
DiffuseMorph: Unsupervised Deformable Image Registration Using Diffusion Model—0
Dense Error Map Estimation for MRI-Ultrasound Registration in Brain Tumor Surgery Using Swin UNETR—0
A low-rank representation for unsupervised registration of medical images—0
Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network—0
Dense Deformation Network for High Resolution Tissue Cleared Image Registration—0
Delving Deep into Liver Focal Lesion Detection: A Preliminary Study—0
Discovering Salient Anatomical Landmarks by Predicting Human Gaze—0
Distance Map Supervised Landmark Localization for MR-TRUS Registration—0
A Vessel-Segmentation-Based CycleGAN for Unpaired Multi-modal Retinal Image Synthesis—0
Distributed-memory large deformation diffeomorphic 3D image registration—0
Distributed methods for synchronization of orthogonal matrices over graphs—0
Divide to Conquer: A Field Decomposition Approach for Multi-Organ Whole-Body CT Image Registration—0
Bayesian Unsupervised Disentanglement of Anatomy and Geometry for Deep Groupwise Image Registration—0
Accelerating the Registration of Image Sequences by Spatio-temporal Multilevel Strategies—0
Do Public Datasets Assure Unbiased Comparisons for Registration Evaluation?—0
Double Sparse Multi-Frame Image Super Resolution—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
Multi-atlas image registration of clinical data with automated quality assessment using ventricle segmentation—0
A Low-Dimensional Step Pattern Analysis Algorithm With Application to Multimodal Retinal Image Registration—0
A Deep Learning Based Method for Fast Registration of Cardiac Magnetic Resonance Images—0
Deformable Registration Using Average Geometric Transformations for Brain MR 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