Quantifying multifractal anisotropy in two dimensional objects
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arXiv
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| Main Authors: | , , , |
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| Format: | Preprint |
| Published: |
2024
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| Subjects: | |
| Online Access: | |
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| _version_ | 1866929537418264576 |
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| author | Rak, Rafał Drożdż, Stanisław Kwapień, Jarosław Oświęcimka, Paweł |
| author_facet | Rak, Rafał Drożdż, Stanisław Kwapień, Jarosław Oświęcimka, Paweł |
| contents | An efficient method of exploring the effects of anisotropy in the fractal properties of 2D surfaces and images is proposed. It can be viewed as a direction-sensitive generalization of the multifractal detrended fluctuation analysis (MFDFA) into 2D. It is tested on synthetic structures to ensure its effectiveness, with results indicating consistency. The interdisciplinary potential of this method in describing real surfaces and images is demonstrated, revealing previously unknown directional multifractality in data sets from the Martian surface and the Crab Nebula. The multifractal characteristics of Jackson Pollock's paintings are also analyzed. The results point to their evolution over the time of creation of these works. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_03541 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Quantifying multifractal anisotropy in two dimensional objects Rak, Rafał Drożdż, Stanisław Kwapień, Jarosław Oświęcimka, Paweł Applied Physics Adaptation and Self-Organizing Systems An efficient method of exploring the effects of anisotropy in the fractal properties of 2D surfaces and images is proposed. It can be viewed as a direction-sensitive generalization of the multifractal detrended fluctuation analysis (MFDFA) into 2D. It is tested on synthetic structures to ensure its effectiveness, with results indicating consistency. The interdisciplinary potential of this method in describing real surfaces and images is demonstrated, revealing previously unknown directional multifractality in data sets from the Martian surface and the Crab Nebula. The multifractal characteristics of Jackson Pollock's paintings are also analyzed. The results point to their evolution over the time of creation of these works. |
| title | Quantifying multifractal anisotropy in two dimensional objects |
| topic | Applied Physics Adaptation and Self-Organizing Systems |
| url | https://arxiv.org/abs/2410.03541 |