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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 751–775 of 953 papers

TitleStatusHype
Automatic Nonrigid Histological Image Registration with Adaptive Multistep Algorithm—0
Toward Real-World Single Image Super-Resolution: A New Benchmark and A New Model—0
Robust, fast and accurate: a 3-step method for automatic histological image registration—0
Radiological images and machine learning: trends, perspectives, and prospects—0
Training Data Independent Image Registration With GANs Using Transfer Learning And Segmentation Information—0
Unsupervised Deformable Registration for Multi-Modal Images via Disentangled Representations—0
Networks for Joint Affine and Non-parametric Image RegistrationCode0
Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces—0
Deep Learning in Medical Image Registration: A Survey—0
Unsupervised Segmentation Algorithms' Implementation in ITK for Tissue Classification via Human Head MRI Scans—0
Breast Cancer: Model Reconstruction and Image Registration from Segmented Deformed Image using Visual and Force based Analysis—0
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening NetworkCode0
Deep Morphological Simplification Network (MS-Net) for Guided Registration of Brain Magnetic Resonance Images—0
Whole slide image registration for the study of tumor heterogeneity—0
Linearized Multi-Sampling for Differentiable Image TransformationCode0
Diffeomorphic registration with intensity transformation and missing data: Application to 3D digital pathology of Alzheimer’s disease—0
Deep Information Theoretic Registration—0
Fast Learning-based Registration of Sparse 3D Clinical Images—0
Fully-deformable 3D image registration in two seconds—0
A New Variational Model for Joint Image Reconstruction and Motion Estimation in Spatiotemporal Imaging—0
Enhancing Label-Driven Deep Deformable Image Registration with Local Distance Metrics for State-of-the-Art Cardiac Motion Tracking—0
2D/3D Megavoltage Image Registration Using Convolutional Neural Networks—0
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image RegistrationCode0
Improved Fourier Mellin Invariant for Robust Rotation Estimation with Omni-cameras—0
An Average of the Human Ear Canal: Recovering Acoustical Properties via Shape Analysis—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