植物分类鉴定的分形研究

Wei Jiang, Cuicui Ji, Hua Zhu
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引用次数: 13

摘要

本文开发了基于像素覆盖法的计算程序,对江苏徐州102种植物叶片的分形维数进行了计算,为植物分类鉴定提供依据。结果表明,轮廓分形维数和轮廓神经分形维数都能有效区分不同类型的叶子,但存在一定的不足,在整个分类识别系统中加入神经细节分形维数,比轮廓分形维数和轮廓神经分形维数能更有效地区分叶子,精度大大提高。最后,根据实验结果,提出了建立分形植物分类学的必要性和可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fractal Study on Plant Classification and Identification
In this paper, a computational program was developed based on pixel-covering method, which was used to calculate the fractal dimension of leaves from 102 plant species acquired from Xuzhou, Jiangsu province for the sake of plant classification and identification. Results show that both the contour fractal dimension and the contour & nervure fractal dimension can distinguish leaves between different types effectively despite a little deficiencies, by adding the fractal dimension of nervure details into the whole classification and identification system, which can distinguish leaves more effectively than that of contour and contour & nervure, the accuracy has been greatly improved. Finally, we propose the necessity and feasibility of establishment of fractal plant taxonomy based on our experimental results.
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