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

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Showing 301–350 of 953 papers

TitleStatusHype
Generating Anthropomorphic Phantoms Using Fully Unsupervised Deformable Image Registration with Convolutional Neural NetworksCode0
Indirect Image Registration with Large Diffeomorphic DeformationsCode0
GLAMpoints: Greedily Learned Accurate Match pointsCode0
Astroalign: A Python module for astronomical image registrationCode0
Deformable medical image registration: setting the state of the art with discrete methodsCode0
ABN: Anti-Blur Neural Networks for Multi-Stage Deformable Image RegistrationCode0
Iterative Inversion of Deformation Vector Fields with Feedback ControlCode0
IVIM-Morph: Motion-compensated quantitative Intra-voxel Incoherent Motion (IVIM) analysis for functional fetal lung maturity assessment from diffusion-weighted MRI dataCode0
From Tissue Plane to Organ World: A Benchmark Dataset for Multimodal Biomedical Image Registration using Deep Co-Attention NetworksCode0
High-throughput, high-resolution registration-free generated adversarial network microscopyCode0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
AirLab: Autograd Image Registration LaboratoryCode0
LaMoD: Latent Motion Diffusion Model For Myocardial Strain GenerationCode0
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera ArraysCode0
fastWDM3D: Fast and Accurate 3D Healthy Tissue InpaintingCode0
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image RegistrationCode0
Deep Homography Prediction for Endoscopic Camera Motion Imitation LearningCode0
Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial InformationCode0
Encoding Matching Criteria for Cross-domain Deformable Image RegistrationCode0
ERNet: Unsupervised Collective Extraction and Registration in Neuroimaging DataCode0
Eddeep: Fast eddy-current distortion correction for diffusion MRI with deep learningCode0
1st Solution Places for CVPR 2023 UG^2+ Challenge Track 2.2-Coded Target Restoration through Atmospheric TurbulenceCode0
Efficient High-Resolution Template Matching with Vector Quantized Nearest Neighbour FieldsCode0
MBSS-T1: Model-Based Subject-Specific Self-Supervised Motion Correction for Robust Cardiac T1 MappingCode0
DeepAtlas: Joint Semi-Supervised Learning of Image Registration and SegmentationCode0
DiffeoRaptor: Diffeomorphic Inter-modal Image Registration using RaPTORCode0
Dual-Stream Pyramid Registration NetworkCode0
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image RegistrationCode0
MoonMetaSync: Lunar Image Registration AnalysisCode0
Exploring Intensity Invariance in Deep Neural Networks for Brain Image RegistrationCode0
FiRework: Field Refinement Framework for Efficient Enhancement of Deformable RegistrationCode0
Direct deduction of chemical class from NMR spectraCode0
Homography-based Visual Servoing with Remote Center of Motion for Semi-autonomous Robotic Endoscope ManipulationCode0
Recursive Cascaded Networks for Unsupervised Medical Image RegistrationCode0
DD_RoTIR: Dual-Domain Image Registration via Image Translation and Hierarchical Feature-matching—0
DDR-Net: Dividing and Downsampling Mixed Network for Diffeomorphic Image Registration—0
A Robust and Efficient Framework for Sports-Field Registration—0
CycleMorph: Cycle Consistent Unsupervised Deformable Image Registration—0
A Review of Image Mosaicing Techniques—0
CT Image Registration in Acute Stroke Monitoring—0
A Resolution Enhancement Plug-in for Deformable Registration of Medical Images—0
A Gentle Introduction to Deep Learning in Medical Image Processing—0
ACROBAT -- a multi-stain breast cancer histological whole-slide-image data set from routine diagnostics for computational pathology—0
CS591 Report: Application of siamesa network in 2D transformation—0
Cross-Modality Multi-Atlas Segmentation Using Deep Neural Networks—0
Application of Tilt Correlation Statistics to Anisoplanatic Optical Turbulence Modeling and Mitigation—0
A Generative Approach for Image Registration of Visible-Thermal (VT) Cancer Faces—0
Application of Disentanglement to Map Registration Problem—0
CortexMorph: fast cortical thickness estimation via diffeomorphic registration using VoxelMorph—0
A Plug-and-Play Image Registration Network—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