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Automatic steel labeling on certain microstructural constituents with image processing and machine learning tools

It is demonstrated that optical microscopy images of steel materials could be effectively categorized into classes on preset ferrite/pearlite-, ferrite/pearlite/bainite-, and bainite/martensite-type microstructures with image pre-processing and statistical analysis including the machine learning tec...

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Detalhes bibliográficos
Publicado no:Sci Technol Adv Mater
Main Authors: Bulgarevich, Dmitry S., Tsukamoto, Susumu, Kasuya, Tadashi, Demura, Masahiko, Watanabe, Makoto
Formato: Artigo
Idioma:Inglês
Publicado em: Taylor & Francis 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6567074/
https://ncbi.nlm.nih.gov/pubmed/31231445
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/14686996.2019.1610668
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