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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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 451–475 of 953 papers

TitleStatusHype
Groupwise registration of aerial images—0
Groupwise Registration via Graph Shrinkage on the Image Manifold—0
GUI-based Pedicle Screw Planning on Fluoroscopic Images Utilizing Vertebral Segmentation—0
Hessian-based Similarity Metric for Multimodal Medical Image Registration—0
A lightweight residual network for unsupervised deformable image registration—0
Construction of extended 3D field of views of the internal bladder wall surface: a proof of concept—0
Deformable Image Registration of Dark-Field Chest Radiographs for Local Lung Signal Change Assessment—0
Higher-order Spatial Accuracy in Diffeomorphic Image Registration—0
A training-free recursive multiresolution framework for diffeomorphic deformable image registration—0
Deformable Cross-Attention Transformer for Medical Image Registration—0
High-resolution 3D Maps of Left Atrial Displacements using an Unsupervised Image Registration Neural Network—0
High-Resolution Hyperspectral Video Imaging Using A Hexagonal Camera Array—0
A Tournament of Transformation Models: B-Spline-based vs. Mesh-based Multi-Objective Deformable Image Registration—0
Are Registration Uncertainty and Error Monotonically Associated—0
Conv2Warp: An unsupervised deformable image registration with continuous convolution and warping—0
HNAS-reg: hierarchical neural architecture search for deformable medical image registration—0
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation—0
Convolutional Neural Networks vs. Deformable Image Registration For Medical Slice Interpolation—0
Deep Surface Light Fields—0
H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration—0
DeepSTAPLE: Learning to predict multimodal registration quality for unsupervised domain adaptation—0
HyperMorph: Amortized Hyperparameter Learning for Image Registration—0
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning—0
i3PosNet: Instrument Pose Estimation from X-Ray in temporal bone surgery—0
Atmospheric turbulence restoration by diffeomorphic image registration and blind deconvolution—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