Classification of Bainitic Structures Using Textural Parameters and Machine Learning Techniques

Classification of Bainitic Structures Using Textural Parameters and Machine Learning Techniques

Bainite is an essential constituent of modern high strength steels. In addition to the still great challenge of characterization, the classification of bainite poses difficulties. Challenges when dealing with bainite are the variety and amount of involved phases, the fineness and complexity of the s...

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Bibliographic Details
Main Authors: Martin Müller, Dominik Britz, Laura Ulrich, Thorsten Staudt, Frank Mücklich
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Series:Metals
Subjects:
bainite
microstructure classification
textural parameters
Haralick parameters
local binary pattern
machine learning
Online Access:https://www.mdpi.com/2075-4701/10/5/630

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