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A generic high-throughput microstructure classification and quantification method for regular SEM images of complex steel microstructures combining EBSD labeling and deep learning

Chunguang Shen, Chenchong Wang, Minghao Huang, Ning Xu, Sybrand van der Zwaag, Wei Xu

2021Journal of Material Science and Technology78 citationsDOIOpen Access PDF

Topics & Concepts

Electron backscatter diffractionArtificial intelligenceMaterials scienceMicrostructureGround truthScanning electron microscopeRobustness (evolution)Computer sciencePattern recognition (psychology)VisualizationComposite materialChemistryGeneBiochemistryHydrogen embrittlement and corrosion behaviors in metalsNon-Destructive Testing TechniquesMicrostructure and Mechanical Properties of Steels
A generic high-throughput microstructure classification and quantification method for regular SEM images of complex steel microstructures combining EBSD labeling and deep learning | Litcius