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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
A Combinatorial Solution to Non-Rigid 3D Shape-to-Image Matching—0
DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration—0
DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching—0
CID: Combined Image Denoising in Spatial and Frequency Domains Using Web Images—0
Deformable Image Registration of Dark-Field Chest Radiographs for Local Lung Signal Change Assessment—0
Cascaded Feature Warping Network for Unsupervised Medical Image Registration—0
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph—0
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning—0
Advances and Challenges in Multimodal Remote Sensing Image Registration—0
A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound—0
Deformable Image Registration uncertainty quantification using deep learning for dose accumulation in adaptive proton therapy—0
Deformable Medical Image Registration Using a Randomly-Initialized CNN as Regularization Prior—0
Deformable MRI Sequence Registration for AI-based Prostate Cancer Diagnosis—0
Development and Whole-Body Validation of Personalizable Female and Male Pedestrian SAFER Human Body Models—0
Can representation learning for multimodal image registration be improved by supervision of intermediate layers?—0
Can a single image processing algorithm work equally well across all phases of DCE-MRI?—0
Analyzing an Imitation Learning Network for Fundus Image Registration Using a Divide-and-Conquer Approach—0
Calibrating LiDAR and Camera using Semantic Mutual information—0
A coarse-to-fine framework for unsupervised multi-contrast MR image deformable registration with dual consistency constraint—0
2D Reconstruction of Small Intestine's Interior Wall—0
BW - Eye Ophthalmologic decision support system based on clinical workflow and data mining techniques-image registration algorithm—0
BusReF: Infrared-Visible images registration and fusion focus on reconstructible area using one set of features—0
Analysis of Generalized Entropies in Mutual Information Medical Image Registration—0
Burst Imaging for Light-Constrained Structure-From-Motion—0
Breathing deformation model -- application to multi-resolution abdominal MRI—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