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Proceedings Paper

Application to recognition of ferrography image with fractal neural network
Author(s): Xianzhong Tian; Tongsen Hu; Jian Zhang
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Paper Abstract

Because wear particles have fractal characteristics, it is necessary that adding fractal parameters to studying wear particles and diagnosing machine troubles. This paper discusses fractal parameters of wear particles, presents arithmetic calculating fractal dimension, and constructs a fractal neural network which can recognize wear particles image. It is proved by experiments that this fractal neural network can recognize some characteristics of wear particles image, and can also classify wear types.

Paper Details

Date Published: 3 November 2005
PDF: 6 pages
Proc. SPIE 6043, MIPPR 2005: SAR and Multispectral Image Processing, 60432K (3 November 2005); doi: 10.1117/12.655017
Show Author Affiliations
Xianzhong Tian, Zhejiang Univ. of Technology (China)
Tongsen Hu, Zhejiang Univ. of Technology (China)
Jian Zhang, Zhejiang Univ. of Technology (China)


Published in SPIE Proceedings Vol. 6043:
MIPPR 2005: SAR and Multispectral Image Processing
Liangpei Zhang; Jianqing Zhang; Mingsheng Liao, Editor(s)

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