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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 251–275 of 953 papers

TitleStatusHype
High-throughput, high-resolution registration-free generated adversarial network microscopyCode0
Bayesian Atlas Building with Hierarchical Priors for Subject-specific RegularizationCode0
A Geometric Framework for Stochastic Shape AnalysisCode0
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope ManipulationCode0
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
Image registration of 2D optical thin sections in a 3D porous medium: Application to a Berea sandstone digital rock imageCode0
Highly-Expressive Spaces of Well-Behaved Transformations: Keeping It SimpleCode0
Groupwise Multimodal Image Registration using Joint Total VariationCode0
Graph Neural Networks for modelling breast biomechanical compressionCode0
Hierarchical Uncertainty Estimation for Learning-based Registration in NeuroimagingCode0
A Category-Fragment Segmentation Framework for Pelvic Fracture Segmentation in X-ray ImagesCode0
Automatic brain tumor segmentation in 2D intra-operative ultrasound images using MRI tumor annotationsCode0
Embedding Gradient-based Optimization in Image Registration NetworksCode0
Comparison of Consecutive and Re-stained Sections for Image Registration in HistopathologyCode0
IMITATE: Image Registration with Context for unknown time frame recoveryCode0
LaMoD: Latent Motion Diffusion Model For Myocardial Strain GenerationCode0
General Vision Encoder Features as Guidance in Medical Image RegistrationCode0
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural NetworksCode0
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention NetworksCode0
FiRework: Field Refinement Framework for Efficient Enhancement of Deformable RegistrationCode0
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image RegistrationCode0
Attention for Image Registration (AiR): an unsupervised Transformer approachCode0
A Deep Discontinuity-Preserving Image Registration NetworkCode0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
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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