A methodology of steel microstructure recognition using SEM images by machine learning based on textural analysis
Kazumasa Tsutsui, Hidenori Terasaki, Kyohei Uto, Tatsuya Maemura, Shogo Hiramatsu, Kotaro Hayashi, Koji Moriguchi, Shigekazu Morito
Topics & Concepts
Artificial intelligencePattern recognition (psychology)Materials scienceRandom forestGradient boostingMicrostructurePixelBoosting (machine learning)Feature extractionScanning electron microscopeFeature (linguistics)MartensiteComputer scienceComposite materialLinguisticsPhilosophyHydrogen embrittlement and corrosion behaviors in metalsCorrosion Behavior and InhibitionMicrostructure and Mechanical Properties of Steels