Complex-Phase Steel Microstructure Segmentation Using UNet: Analysis across Different Magnifications and Steel Types

Complex-Phase Steel Microstructure Segmentation Using UNet: Analysis across Different Magnifications and Steel Types

The quantification of the phase fraction is critical in materials science, bridging the gap between material composition, processing techniques, microstructure, and resultant properties. Traditional methods involving manual annotation are precise but labor-intensive and prone to human inaccuracies....

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Bibliographic Details
Main Authors:	Bishal Ranjan Swain, Dahee Cho, Joongcheul Park, Jae-Seung Roh, Jaepil Ko
Format:	Article
Language:	English
Published:	MDPI AG 2023-11-01
Series:	Materials
Subjects:	steel microstructure phase fraction calculation UNet segmentation EBSD segmentation
Online Access:	https://www.mdpi.com/1996-1944/16/23/7254

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