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 301–350 of 953 papers

TitleStatusHype
Data-Driven Tissue- and Subject-Specific Elastic Regularization for Medical Image RegistrationCode0
POLAFFINI: Efficient feature-based polyaffine initialization for improved non-linear image registration—0
3D Multimodal Image Registration for Plant PhenotypingCode0
Let it shine: Autofluorescence of Papanicolaou-stain improves AI-based cytological oral cancer detection—0
LaMoD: Latent Motion Diffusion Model For Myocardial Strain GenerationCode0
A Narrative Review of Image Processing Techniques Related to Prostate Ultrasound—0
Impact of Initialization on Intra-subject Pediatric Brain MR Image Registration: A Comparative Analysis between SyN ANTs and Deep Learning-Based ApproachesCode0
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual LearningCode0
Multimodal Deformable Image Registration for Long-COVID Analysis Based on Progressive Alignment and Multi-perspective Loss—0
Low-rank based motion correction followed by automatic frame selection in DT-CMR—0
Recurrent Inference Machine for Medical Image Registration—0
Encoding Matching Criteria for Cross-domain Deformable Image RegistrationCode0
Multispectral Snapshot Image Registration Using Learned Cross Spectral Disparity Estimation and a Deep Guided Occlusion Reconstruction NetworkCode0
A lightweight residual network for unsupervised deformable image registration—0
Improving Deep Learning-based Automatic Cranial Defect Reconstruction by Heavy Data Augmentation: From Image Registration to Latent Diffusion Models—0
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention NetworksCode0
Gaussian Primitives for Deformable Image Registration—0
Predicting ptychography probe positions using single-shot phase retrieval neural networkCode0
Towards RGB-NIR Cross-modality Image Registration and Beyond—0
LLaMA-Reg: Using LLaMA 2 for Unsupervised Medical Image Registration—0
CARL: A Framework for Equivariant Image RegistrationCode0
Single color digital H&E staining with In-and-Out Net—0
On Image Registration and Subpixel Estimation—0
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy—0
Adaptive local boundary conditions to improve Deformable Image Registration—0
Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learningCode0
One registration is worth two segmentations—0
MrRegNet: Multi-resolution Mask Guided Convolutional Neural Network for Medical Image Registration with Large DeformationsCode0
Rethinking Barely-Supervised Volumetric Medical Image Segmentation from an Unsupervised Domain Adaptation PerspectiveCode0
Automatic Segmentation of the Kidneys and Cystic Renal Lesions on Non-Contrast CT Using a Convolutional Neural Network—0
A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms—0
Unsupervised Skin Feature Tracking with Deep Neural Networks—0
Diffeomorphic Transformer-based Abdomen MRI-CT Deformable Image Registration—0
Continuous sPatial-Temporal Deformable Image Registration (CPT-DIR) for motion modelling in radiotherapy: beyond classic voxel-based methods—0
ConKeD++ -- Improving descriptor learning for retinal image registration: A comprehensive study of contrastive losses—0
Image registration based automated lesion correspondence pipeline for longitudinal CT data—0
Transformer-Based Local Feature Matching for Multimodal Image Registration—0
RegWSI: Whole Slide Image Registration using Combined Deep Feature- and Intensity-Based Methods: Winner of the ACROBAT 2023 Challenge—0
Deformable MRI Sequence Registration for AI-based Prostate Cancer Diagnosis—0
Fast Diffeomorphic Image Registration using Patch based Fully Convolutional Networks—0
Neural Ordinary Differential Equation based Sequential Image Registration for Dynamic Characterization—0
A multi-stage semi-supervised learning for ankle fracture classification on CT images—0
Medical Image Registration and Its Application in Retinal Images: A Review—0
Low Rank Groupwise Deformations for Motion Tracking in Cardiac Cine MRI—0
Innovative Quantitative Analysis for Disease Progression Assessment in Familial Cerebral Cavernous MalformationsCode0
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image RegistrationCode0
A Spectrum-based Image Denoising Method with Edge Feature Enhancement—0
UDCR: Unsupervised Aortic DSA/CTA Rigid Registration Using Deep Reinforcement Learning and Overlap Degree Calculation—0
From Registration Uncertainty to Segmentation Uncertainty—0
Coronary artery segmentation in non-contrast calcium scoring CT images using deep learning—0
Show:102550
← PrevPage 7 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