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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 276–300 of 953 papers

TitleStatusHype
Influence of Early through Late Fusion on Pancreas Segmentation from Imperfectly Registered Multimodal MRICode0
Groupwise Image Registration with Edge-Based Loss for Low-SNR Cardiac MRI—0
Progressive Retinal Image Registration via Global and Local Deformable TransformationsCode0
Large Scale Unsupervised Brain MRI Image Registration Solution for Learn2Reg 2024—0
H-SGANet: Hybrid Sparse Graph Attention Network for Deformable Medical Image Registration—0
Geometric Artifact Correction for Symmetric Multi-Linear Trajectory CT: Theory, Method, and Generalization—0
Application of Disentanglement to Map Registration Problem—0
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera ArraysCode0
Reliable Multi-modal Medical Image-to-image Translation Independent of Pixel-wise Aligned Data—0
MBSS-T1: Model-Based Subject-Specific Self-Supervised Motion Correction for Robust Cardiac T1 MappingCode0
Large Language Models for Multimodal Deformable Image RegistrationCode0
Methods based on Radon transform for non-affine deformable image registration of noisy images—0
Deformable Image Registration with Multi-scale Feature Fusion from Shared Encoder, Auxiliary and Pyramid Decoders—0
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
A Self-Supervised Image Registration Approach for Measuring Local Response Patterns in Metastatic Ovarian Cancer—0
General Vision Encoder Features as Guidance in Medical Image RegistrationCode0
DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching—0
PULPo: Probabilistic Unsupervised Laplacian Pyramid RegistrationCode0
TLRN: Temporal Latent Residual Networks For Large Deformation Image RegistrationCode0
High-Resolution Hyperspectral Video Imaging Using A Hexagonal Camera Array—0
GUI-based Pedicle Screw Planning on Fluoroscopic Images Utilizing Vertebral Segmentation—0
MapLocNet: Coarse-to-Fine Feature Registration for Visual Re-Localization in Navigation Maps—0
MemWarp: Discontinuity-Preserving Cardiac Registration with Memorized Anatomical FiltersCode0
Self-Paced Sample Selection for Barely-Supervised Medical Image SegmentationCode0
A Hybrid Registration and Fusion Method for Hyperspectral Super-resolution—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