The Kolmogorov–Sinai Entropy in the Setting of Fuzzy Sets for Atmospheric Corrosion Image Texture Analysis
- 作者: Song Y.1, Zhou B.2, Zhang Y.2, Nie X.3, Ma C.1, Gao Z.1, Xia D.1
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隶属关系:
- Tianjin Key Laboratory of Composite and Functional Materials, School of Material Science and Engineering
- CNPC research institute of engineering technology
- Guodian Science and Technology Research Institute
- 期: 卷 54, 编号 11 (2018)
- 页面: 867-872
- 栏目: Article
- URL: https://journals.rcsi.science/1023-1935/article/view/189584
- DOI: https://doi.org/10.1134/S1023193518130451
- ID: 189584
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详细
Image analysis gives us a new opportunity in corrosion science. Fuzzy Kolmogorov–Sinai (K–S) entropy is used to quantify the average amount of uncertainty of a dynamical system through a sequence of observations. The fuzzy K–S entropy for horizontal and vertical orientations is sensitive to distribution of corrosion product or corrosion degree, and the entropy values decrease as the corrosion becomes more and more serious. It is concluded that the fuzzy K–S entropy is illustrated as an effective feature for image analysis and corrosion classification.
作者简介
Yang Song
Tianjin Key Laboratory of Composite and Functional Materials, School of Material Science and Engineering
Email: gaozhiming@tju.edu.cn
中国, Tianjin, 300072
Bing Zhou
CNPC research institute of engineering technology
Email: gaozhiming@tju.edu.cn
中国, Tianjin, 300451
Yingying Zhang
CNPC research institute of engineering technology
Email: gaozhiming@tju.edu.cn
中国, Tianjin, 300451
Xinhui Nie
Guodian Science and Technology Research Institute
Email: gaozhiming@tju.edu.cn
中国, Nanjing, 210023
Chao Ma
Tianjin Key Laboratory of Composite and Functional Materials, School of Material Science and Engineering
Email: gaozhiming@tju.edu.cn
中国, Tianjin, 300072
Zhiming Gao
Tianjin Key Laboratory of Composite and Functional Materials, School of Material Science and Engineering
编辑信件的主要联系方式.
Email: gaozhiming@tju.edu.cn
中国, Tianjin, 300072
Da-Hai Xia
Tianjin Key Laboratory of Composite and Functional Materials, School of Material Science and Engineering
Email: gaozhiming@tju.edu.cn
中国, Tianjin, 300072
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