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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 251–300 of 953 papers

TitleStatusHype
1st Solution Places for CVPR 2023 UG^2+ Challenge Track 2.1-Text Recognition through Atmospheric TurbulenceCode0
A Vessel Bifurcation Landmark Pair Dataset for Abdominal CT Deformable Image Registration (DIR) ValidationCode0
IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI dataCode0
Inverse Consistency by Construction for Multistep Deep RegistrationCode0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
Indirect Image Registration with Large Diffeomorphic DeformationsCode0
A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray ImagesCode0
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRICode0
Automatic brain tumor segmentation in 2D intra-operative ultrasound images using MRI tumor annotationsCode0
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
Iterative Inversion of Deformation Vector Fields with Feedback ControlCode0
Large Language Models for Multimodal Deformable Image RegistrationCode0
MoonMetaSync: Lunar Image Registration AnalysisCode0
Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock imageCode0
IMITATE: Image Registration with Context for unknown time frame recoveryCode0
Image-and-Spatial Transformer Networks for Structure-Guided Image RegistrationCode0
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope ManipulationCode0
HyperPredict: Estimating Hyperparameter Effects for Instance-Specific Regularization in Deformable Image RegistrationCode0
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image RegistrationCode0
Attention for Image Registration (AiR): an unsupervised Transformer approachCode0
High-throughput, high-resolution registration-free generated adversarial network microscopyCode0
Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based ApproachesCode0
A Deep Discontinuity-Preserving Image Registration NetworkCode0
Hierarchical Uncertainty Estimation for Learning-based Registration in NeuroimagingCode0
Graph Neural Networks for modelling breast biomechanical compressionCode0
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It SimpleCode0
Comparison of Consecutive and Re-stained Sections for Image Registration in HistopathologyCode0
GLAMpoints: Greedily Learned Accurate Match pointsCode0
A Deep-Based Approach for Multi-Descriptor Feature Extraction: Applications on SAR Image RegistrationCode0
Geometry Reduced Order Modeling (GROM) with application to modeling of glymphatic functionCode0
A Learning-based Optimization Algorithm:Image Registration Optimizer NetworkCode0
Deep Predictive Motion Tracking in Magnetic Resonance Imaging: Application to Fetal ImagingCode0
Region-specific Diffeomorphic Metric MappingCode0
Embedding Gradient-based Optimization in Image Registration NetworksCode0
Implicit neural representations for joint decomposition and registration of gene expression images in the marmoset brainCode0
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention NetworksCode0
Deep mineralogical segmentation of thin section images based on QEMSCAN mapsCode0
General Vision Encoder Features as Guidance in Medical Image RegistrationCode0
FiRework: Field Refinement Framework for Efficient Enhancement of Deformable RegistrationCode0
Deep Regression 2D-3D Ultrasound Registration for Liver Motion Correction in Focal Tumor Thermal AblationCode0
fastWDM3D: Fast and Accurate 3D Healthy Tissue InpaintingCode0
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural NetworksCode0
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image RegistrationCode0
Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial InformationCode0
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging DataCode0
Exploring Intensity Invariance in Deep Neural Networks for Brain Image RegistrationCode0
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera ArraysCode0
Groupwise Multimodal Image Registration using Joint Total VariationCode0
Astroalign: A Python module for astronomical image registrationCode0
Encoding Matching Criteria for Cross-domain Deformable Image RegistrationCode0
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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