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Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures

A new procedure for the automatic measurement of the secondary dendrite arm spacing (SDAS) from microscopic images is presented. The individual primary and secondary dendrite arms are identified through suitable segmentation techniques and clustered in such a way that dendritic structures are obtain...

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Detalles Bibliográficos
Autores principales: Gawert, Christian, Bähr, Rüdiger
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198426/
https://www.ncbi.nlm.nih.gov/pubmed/34070591
http://dx.doi.org/10.3390/ma14112827
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author Gawert, Christian
Bähr, Rüdiger
author_facet Gawert, Christian
Bähr, Rüdiger
author_sort Gawert, Christian
collection PubMed
description A new procedure for the automatic measurement of the secondary dendrite arm spacing (SDAS) from microscopic images is presented. The individual primary and secondary dendrite arms are identified through suitable segmentation techniques and clustered in such a way that dendritic structures are obtained suitable for SDAS measurement. The algorithms are applied to two different hypoeutectic aluminum cast alloys, and the quality of the measurements obtained is assessed through a comparison to manually measured SDAS values. A good agreement between the automated measurements and the distribution of manual measurements is found for both cast structures considered. In addition, a decrease in computation time is observed which allows for an increase in measurement density that is used to characterize the microstructures.
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spelling pubmed-81984262021-06-14 Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures Gawert, Christian Bähr, Rüdiger Materials (Basel) Article A new procedure for the automatic measurement of the secondary dendrite arm spacing (SDAS) from microscopic images is presented. The individual primary and secondary dendrite arms are identified through suitable segmentation techniques and clustered in such a way that dendritic structures are obtained suitable for SDAS measurement. The algorithms are applied to two different hypoeutectic aluminum cast alloys, and the quality of the measurements obtained is assessed through a comparison to manually measured SDAS values. A good agreement between the automated measurements and the distribution of manual measurements is found for both cast structures considered. In addition, a decrease in computation time is observed which allows for an increase in measurement density that is used to characterize the microstructures. MDPI 2021-05-25 /pmc/articles/PMC8198426/ /pubmed/34070591 http://dx.doi.org/10.3390/ma14112827 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Gawert, Christian
Bähr, Rüdiger
Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures
title Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures
title_full Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures
title_fullStr Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures
title_full_unstemmed Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures
title_short Automatic Determination of Secondary Dendrite Arm Spacing in AlSi-Cast Microstructures
title_sort automatic determination of secondary dendrite arm spacing in alsi-cast microstructures
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8198426/
https://www.ncbi.nlm.nih.gov/pubmed/34070591
http://dx.doi.org/10.3390/ma14112827
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