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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Bibliographic Details
Published in:Sci Technol Adv Mater
Main Authors: Bulgarevich, Dmitry S., Tsukamoto, Susumu, Kasuya, Tadashi, Demura, Masahiko, Watanabe, Makoto
Format: Artigo
Language:Inglês
Published: Taylor & Francis 2019
Subjects:
Engineering and Structural Materials
Online Access: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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