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基于傅里叶描述符的沙粒形状分析。

Shape analysis of sand particles based on Fourier descriptors.

机构信息

School of Water Resources and Environment, China University of Geosciences, Beijing, 100083, China.

School of Earth Sciences and Resources, China University of Geosciences, Beijing, 100083, China.

出版信息

Environ Sci Pollut Res Int. 2023 May;30(22):62803-62814. doi: 10.1007/s11356-023-26388-5. Epub 2023 Mar 22.

Abstract

Particle shape greatly influences the mechanical behavior of geotechnical materials. For a specific material, for example, a sand particle, it remains an open question how to provide a comprehensive quantitative information about the particle shape. While Fourier descriptors, as a sequence of good shape descriptors, are well addressed in the literature, approaches mainly aim at pattern recognition in the field of computer vision. In this paper, Fourier descriptors are used to analyze the particle shape of geotechnical material. A total of 600 sand particles were collected from the Hutuo River, the main water resource of Shijiazhuang County, Hebei Province. Several shape descriptors, elongation, circularity, convexity, and roughness, are identified and further analyzed statistically. The Andrews plot of Fourier descriptors can be used to discriminate the sand samples. And it is convenient to use Fourier descriptors to reconstruct sand particles. A functional relationship between Fourier descriptors D and k, the frequency of the kth components is proved to exist. Moreover, the relationship between shape descriptors and Fourier descriptors is investigated in a correlation analysis. The elongation has a moderate correlation with Fourier descriptors of D.

摘要

颗粒形状极大地影响了岩土材料的力学性能。例如,对于特定的岩土材料(如沙粒),如何提供关于颗粒形状的全面定量信息仍然是一个悬而未决的问题。傅里叶描述符作为一系列良好的形状描述符,在文献中已有很好的研究,但主要方法还是应用于计算机视觉领域的模式识别。本文利用傅里叶描述符分析了岩土材料的颗粒形状。共采集了河北省石家庄市获鹿河(滹沱河)的 600 个沙粒样本。本文确定并进一步统计分析了几个形状描述符,如伸长率、圆度、凸度和粗糙度。傅里叶描述符的安德鲁斯图可用于区分沙样。并且使用傅里叶描述符来重建沙粒也很方便。证明了傅里叶描述符 D 和第 k 个分量的频率 k 之间存在函数关系。此外,在相关分析中研究了形状描述符和傅里叶描述符之间的关系。伸长率与傅里叶描述符 D 具有中等相关性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b058/10167201/5ac945c2e4ff/11356_2023_26388_Fig1_HTML.jpg

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