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Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow
Quantitative metallography to understand the morphology of different crystallographic phases in a material often rests on the segmentation and classification of electron backscatter diffraction (EBSD) maps. Image analysis offers rich toolboxes to perform such tasks based on ‘scalar’ images. Embracin...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
International Union of Crystallography
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9172027/ https://www.ncbi.nlm.nih.gov/pubmed/35719310 http://dx.doi.org/10.1107/S1600576722004265 |
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author | Mollens, Maxime Roux, Stéphane Hild, François Guery, Adrien |
author_facet | Mollens, Maxime Roux, Stéphane Hild, François Guery, Adrien |
author_sort | Mollens, Maxime |
collection | PubMed |
description | Quantitative metallography to understand the morphology of different crystallographic phases in a material often rests on the segmentation and classification of electron backscatter diffraction (EBSD) maps. Image analysis offers rich toolboxes to perform such tasks based on ‘scalar’ images. Embracing the entire wealth of information provided by crystallography, operations such as erosion, dilation, interpolation, smoothing and segmentation require generalizations to do justice to the very nature of crystal orientations (e.g. preserving properties like frame indifference). The present study gives such extensions based on quaternion representation of crystal orientations. A dual-phase stainless steel specimen is used to illustrate the different steps of such a procedure. |
format | Online Article Text |
id | pubmed-9172027 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | International Union of Crystallography |
record_format | MEDLINE/PubMed |
spelling | pubmed-91720272022-06-17 Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow Mollens, Maxime Roux, Stéphane Hild, François Guery, Adrien J Appl Crystallogr Research Papers Quantitative metallography to understand the morphology of different crystallographic phases in a material often rests on the segmentation and classification of electron backscatter diffraction (EBSD) maps. Image analysis offers rich toolboxes to perform such tasks based on ‘scalar’ images. Embracing the entire wealth of information provided by crystallography, operations such as erosion, dilation, interpolation, smoothing and segmentation require generalizations to do justice to the very nature of crystal orientations (e.g. preserving properties like frame indifference). The present study gives such extensions based on quaternion representation of crystal orientations. A dual-phase stainless steel specimen is used to illustrate the different steps of such a procedure. International Union of Crystallography 2022-06-01 /pmc/articles/PMC9172027/ /pubmed/35719310 http://dx.doi.org/10.1107/S1600576722004265 Text en © Maxime Mollens et al. 2022 https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution (CC-BY) Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original authors and source are cited. |
spellingShingle | Research Papers Mollens, Maxime Roux, Stéphane Hild, François Guery, Adrien Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow |
title | Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow |
title_full | Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow |
title_fullStr | Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow |
title_full_unstemmed | Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow |
title_short | Insights into a dual-phase steel microstructure using EBSD and image-processing-based workflow |
title_sort | insights into a dual-phase steel microstructure using ebsd and image-processing-based workflow |
topic | Research Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9172027/ https://www.ncbi.nlm.nih.gov/pubmed/35719310 http://dx.doi.org/10.1107/S1600576722004265 |
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