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Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics

Increasingly complex numerical analyses require more and more precise, accurate and varied input parameters in order to achieve results that are as realistic and reliable as possible. Therefore, experimental analyses for material parameter identification are of high importance and a driving force fo...

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Detalles Bibliográficos
Autores principales: Bauer, Anna, Volk, Wolfram, Hartmann, Christoph
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501070/
https://www.ncbi.nlm.nih.gov/pubmed/36135396
http://dx.doi.org/10.3390/jimaging8090230
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author Bauer, Anna
Volk, Wolfram
Hartmann, Christoph
author_facet Bauer, Anna
Volk, Wolfram
Hartmann, Christoph
author_sort Bauer, Anna
collection PubMed
description Increasingly complex numerical analyses require more and more precise, accurate and varied input parameters in order to achieve results that are as realistic and reliable as possible. Therefore, experimental analyses for material parameter identification are of high importance and a driving force for further developments. In this work, opportunities by applying fractal analysis to optical measurement data of a shear cutting process are investigated. The fractal analysis is based on a modification of the concept of scale-space filtering. Scale exponent fields are calculated for the image sequences of the shear cutting process that are taken by a mobile microscope. A least-square approximation is used for the automated evaluation of the local scale exponent values. In order to determine the change of the scale exponent of individual material points, a digital image correlation is applied.
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spelling pubmed-95010702022-09-24 Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics Bauer, Anna Volk, Wolfram Hartmann, Christoph J Imaging Article Increasingly complex numerical analyses require more and more precise, accurate and varied input parameters in order to achieve results that are as realistic and reliable as possible. Therefore, experimental analyses for material parameter identification are of high importance and a driving force for further developments. In this work, opportunities by applying fractal analysis to optical measurement data of a shear cutting process are investigated. The fractal analysis is based on a modification of the concept of scale-space filtering. Scale exponent fields are calculated for the image sequences of the shear cutting process that are taken by a mobile microscope. A least-square approximation is used for the automated evaluation of the local scale exponent values. In order to determine the change of the scale exponent of individual material points, a digital image correlation is applied. MDPI 2022-08-26 /pmc/articles/PMC9501070/ /pubmed/36135396 http://dx.doi.org/10.3390/jimaging8090230 Text en © 2022 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
Bauer, Anna
Volk, Wolfram
Hartmann, Christoph
Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics
title Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics
title_full Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics
title_fullStr Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics
title_full_unstemmed Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics
title_short Application of Fractal Image Analysis by Scale-Space Filtering in Experimental Mechanics
title_sort application of fractal image analysis by scale-space filtering in experimental mechanics
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9501070/
https://www.ncbi.nlm.nih.gov/pubmed/36135396
http://dx.doi.org/10.3390/jimaging8090230
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