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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 901–950 of 953 papers

TitleStatusHype
Framing image registration as a landmark detection problem for label-noise-aware task representation (HitR)—0
Freehand Ultrasound Image Simulation with Spatially-Conditioned Generative Adversarial Networks—0
From Model Based to Learned Regularization in Medical Image Registration: A Comprehensive Review—0
From Motion to Meaning: Biomechanics-Informed Neural Network for Explainable Cardiovascular Disease Identification—0
From Registration Uncertainty to Segmentation Uncertainty—0
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review—0
Fully Automated Myocardial Strain Estimation from CMR Tagged Images using a Deep Learning Framework in the UK Biobank—0
Fully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model—0
Fully-deformable 3D image registration in two seconds—0
Fundamental Limits in Multi-image Alignment—0
Gaussian kernel smoothing—0
Gaussian Process Gradient Maps for Loop-Closure Detection in Unstructured Planetary Environments—0
Gaussian Primitives for Deformable Image Registration—0
General Purpose Image Encoder DINOv2 for Medical Image Registration—0
Generation of annotated multimodal ground truth datasets for abdominal medical image registration—0
Generative Adversarial Networks And Domain Adaptation For Training Data Independent Image Registration—0
Generative Adversarial Networks for MR-CT Deformable Image Registration—0
Generative diffeomorphic modelling of large MRI data sets for probabilistic template construction—0
Geolocation of an aircraft using image registration coupling modes for autonomous navigation—0
Geometric Artifact Correction for Symmetric Multi-Linear Trajectory CT: Theory, Method, and Generalization—0
GESH-Net: Graph-Enhanced Spherical Harmonic Convolutional Networks for Cortical Surface Registration—0
GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video—0
Greedy Graph Searching for Vascular Tracking in Angiographic Image Sequences—0
Grid-Reg: Grid-Based SAR and Optical Image Registration Across Platforms—0
Gromov-Wasserstein Problem with Cyclic Symmetry—0
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
Heteroscedastic Uncertainty Estimation Framework for Unsupervised Registration—0
Higher-order Spatial Accuracy in Diffeomorphic 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
HNAS-reg: hierarchical neural architecture search for deformable medical image registration—0
Learning Homeomorphic Image Registration via Conformal-Invariant Hyperelastic Regularisation—0
How Should We Evaluate Uncertainty in Accelerated MRI Reconstruction?—0
H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration—0
HyperMorph: Amortized Hyperparameter Learning for Image Registration—0
i3PosNet: Instrument Pose Estimation from X-Ray in temporal bone surgery—0
Image reconstruction through metamorphosis—0
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms—0
Image registration based automated lesion correspondence pipeline for longitudinal CT data—0
Image Registration Based Flicker Solving in Video Face Replacement and Analysis Based Sub-pixel Image Registration—0
Image Registration for the Alignment of Digitized Historical Documents—0
Image registration is a geometric deep learning task—0
Image Registration of In Vivo Micro-Ultrasound and Ex Vivo Pseudo-Whole Mount Histopathology Images of the Prostate: A Proof-of-Concept Study—0
Image Registration of Very Large Images via Genetic Programming—0
Image Registration Techniques: A Survey—0
Groupwise Image Registration with Edge-Based Loss for Low-SNR Cardiac MRI—0
Image registration with sparse approximations in parametric dictionaries—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