SOTAVerified

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

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 751–800 of 953 papers

TitleStatusHype
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
MRI to CT Translation with GANsCode1
Diffeomorphic registration with intensity transformation and missing data: Application to 3D digital pathology of Alzheimer’s disease—0
Deep Information Theoretic Registration—0
Fully-deformable 3D image registration in two seconds—0
Fast Learning-based Registration of Sparse 3D Clinical Images—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
A Comparative Analysis of Registration Tools: Traditional vs Deep Learning Approach on High Resolution Tissue Cleared Data—0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
Deep Surface Light Fields—0
A Gentle Introduction to Deep Learning in Medical Image Processing—0
Benchmarking of image registration methods for differently stained histological slidesCode0
A Novel Domain Adaptation Framework for Medical Image Segmentation—0
Robustness via Retrying: Closed-Loop Robotic Manipulation with Self-Supervised LearningCode1
AIRNet: Self-Supervised Affine Registration for 3D Medical Images using Neural Networks—0
Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration—0
A Deep Learning Framework for Unsupervised Affine and Deformable Image Registration—0
VoxelMorph: A Learning Framework for Deformable Medical Image RegistrationCode1
Linear and Deformable Image Registration with 3D Convolutional Neural NetworksCode0
Adversarial Similarity Network for Evaluating Image Alignment in Deep Learning Based Registration—0
Inverse-Consistent Deep Networks for Unsupervised Deformable Image RegistrationCode0
On the Adaptability of Unsupervised CNN-Based Deformable Image Registration to Unseen Image Domains—0
Fast and Robust Matching for Multimodal Remote Sensing Image Registration—0
CLAIRE: A distributed-memory solver for constrained large deformation diffeomorphic image registrationCode0
Image Registration and Predictive Modeling: Learning the Metric on the Space of Diffeomorphisms—0
Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial InformationCode0
An Algorithm for Learning Shape and Appearance Models without Annotations—0
Real-Time 2D-3D Deformable Registration with Deep Learning and Application to Lung Radiotherapy Targeting—0
Generative Adversarial Networks for MR-CT Deformable Image Registration—0
Repeatability of Multiparametric Prostate MRI Radiomics FeaturesCode0
Performance of Image Registration Tools on High-Resolution 3D Brain Images—0
Signals as Parametric Curves: Application to Independent Component Analysis and Blind Source Separation—0
Weakly-Supervised Convolutional Neural Networks for Multimodal Image Registration—0
Estimation of Large Motion in Lung CT by Integrating Regularized Keypoint Correspondences into Dense Deformable Registration—0
Show:102550
← PrevPage 16 of 20Next →
All datasetsUnpaired-abdomen-CTFIREUnpaired-lung-CTOsteoarthritis InitiativeDIR-LAB COPDgene

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