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 851–875 of 953 papers

TitleStatusHype
An Artificial Agent for Robust Image RegistrationCode0
FiRework: Field Refinement Framework for Efficient Enhancement of Deformable RegistrationCode0
3D Multimodal Image Registration for Plant PhenotypingCode0
Test Time Training for 4D Medical Image InterpolationCode0
Unsupervised Multimodal 3D Medical Image Registration with Multilevel Correlation Balanced OptimizationCode0
fastWDM3D: Fast and Accurate 3D Healthy Tissue InpaintingCode0
Leveraging Unsupervised Image Registration for Discovery of Landmark Shape DescriptorCode0
Linear and Deformable Image Registration with 3D Convolutional Neural NetworksCode0
Linearized Multi-Sampling for Differentiable Image TransformationCode0
Unsupervised 3D End-to-End Medical Image Registration with Volume Tweening NetworkCode0
Fast Graph-Cut Based Optimization for Practical Dense Deformable Registration of Volume ImagesCode0
Fast Edge-Aware Occlusion Detection in the Context of Multispectral Camera ArraysCode0
PCMC-T1: Free-breathing myocardial T1 mapping with Physically-Constrained Motion CorrectionCode0
Automatic brain tumor segmentation in 2D intra-operative ultrasound images using MRI tumor annotationsCode0
AirLab: Autograd Image Registration LaboratoryCode0
Segmentation by registration-enabled SAM prompt engineering using five reference imagesCode0
Region-specific Diffeomorphic Metric MappingCode0
A Geometric Framework for Stochastic Shape AnalysisCode0
Self-Paced Sample Selection for Barely-Supervised Medical Image SegmentationCode0
Phase retrieval via non-rigid image registrationCode0
Unsupervised Multimodal Surface Registration with Geometric Deep LearningCode0
Deformable medical image registration: setting the state of the art with discrete methodsCode0
CINeMA: Conditional Implicit Neural Multi-Modal Atlas for a Spatio-Temporal Representation of the Perinatal BrainCode0
Fast and Robust Symmetric Image Registration Based on Distances Combining Intensity and Spatial InformationCode0
FAIM -- A ConvNet Method for Unsupervised 3D Medical Image RegistrationCode0
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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