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 401–450 of 953 papers

TitleStatusHype
FF-PNet: A Pyramid Network Based on Feature and Field for Brain Image Registration—0
Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior—0
FIRE: Unsupervised bi-directional inter-modality registration using deep networks—0
Classic versus deep learning approaches to address computer vision challenges—0
First Order Locally Orderless Registration—0
Flexible Bayesian Modelling for Nonlinear Image Registration—0
A Two-Phase Genetic Algorithm for Image Registration—0
A Deep-Discrete Learning Framework for Spherical Surface Registration—0
Deformable Image Registration with Multi-scale Feature Fusion from Shared Encoder, Auxiliary and Pyramid Decoders—0
FPGA Hardware Acceleration for Feature-Based Relative Navigation Applications—0
Fractional Calculus In Image Processing: A Review—0
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
CNN Driven Sparse Multi-Level B-Spline Image Registration—0
From Traditional to Deep Learning Approaches in Whole Slide Image Registration: A Methodological Review—0
Deformable image registration with deep network priors: a study on longitudinal PET images—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
Aligning Across Large Gaps in Time—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
2D-3D Deformable Image Registration of Histology Slide and Micro-CT with ML-based Initialization—0
Color Homography Color Correction—0
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information—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
High-Resolution Hyperspectral Video Imaging Using A Hexagonal Camera Array—0
Generative diffeomorphic modelling of large MRI data sets for probabilistic template construction—0
Deformable Image Registration with Stochastically Regularized Biomechanical Equilibrium—0
Geolocation of an aircraft using image registration coupling modes for autonomous navigation—0
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration—0
Geometric Artifact Correction for Symmetric Multi-Linear Trajectory CT: Theory, Method, and Generalization—0
Deformable Image Registration using Unsupervised Deep Learning for CBCT-guided Abdominal Radiotherapy—0
Conditional Deformable Image Registration with Spatially-Variant and Adaptive Regularization—0
GloFlow: Global Image Alignment for Creation of Whole Slide Images for Pathology from Video—0
Deformable Image Registration uncertainty quantification using deep learning for dose accumulation in adaptive proton therapy—0
A Transformer-based Network for Deformable Medical Image Registration—0
A lightweight residual network for unsupervised deformable image registration—0
ConKeD: Multiview contrastive descriptor learning for keypoint-based retinal image registration—0
An Optimization Method For Slice Interpolation Of Medical Images—0
Deformable Image Registration of Dark-Field Chest Radiographs for Local Lung Signal Change Assessment—0
Grid-Reg: Grid-Based SAR and Optical Image Registration Across Platforms—0
Gromov-Wasserstein Problem with Cyclic Symmetry—0
A training-free recursive multiresolution framework for diffeomorphic deformable image registration—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