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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Detalles Bibliográficos
Autores principales: Bulgarevich, Dmitry S., Tsukamoto, Susumu, Kasuya, Tadashi, Demura, Masahiko, Watanabe, Makoto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2019
Materias:
Engineering and Structural Materials
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6567074/
https://www.ncbi.nlm.nih.gov/pubmed/31231445
http://dx.doi.org/10.1080/14686996.2019.1610668

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6567074/
https://www.ncbi.nlm.nih.gov/pubmed/31231445
http://dx.doi.org/10.1080/14686996.2019.1610668

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