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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2022
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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. |
format | Online Article Text |
id | pubmed-9501070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT baueranna applicationoffractalimageanalysisbyscalespacefilteringinexperimentalmechanics AT volkwolfram applicationoffractalimageanalysisbyscalespacefilteringinexperimentalmechanics AT hartmannchristoph applicationoffractalimageanalysisbyscalespacefilteringinexperimentalmechanics |