Litcius/Paper detail

Deep DIC: Deep learning-based digital image correlation for end-to-end displacement and strain measurement

Ru Yang, Yang Li, Danielle Zeng, Ping Guo

2021Journal of Materials Processing Technology190 citationsDOIOpen Access PDF

Topics & Concepts

Digital image correlationSpeckle patternArtificial intelligenceDisplacement (psychology)Deformation (meteorology)Deep learningConvolutional neural networkComputer scienceDisplacement fieldEnd-to-end principleStructural engineeringMaterials scienceOpticsEngineeringPhysicsFinite element methodPsychotherapistPsychologyComposite materialOptical measurement and interference techniquesAdvanced Vision and ImagingIndustrial Vision Systems and Defect Detection