The Application of the Image Edge Detection in Analysis of Composite Insulators Hydrophobicity

被引:2
|
作者
Li, Yanqing [1 ]
Jia, Zihang [1 ]
机构
[1] North China Elect Power Univ, Hebei Prov Key Lab Power Transmiss Equipment Secu, Baoding, Peoples R China
来源
关键词
edge detection; composite insulators; Canny algorithm; Ostu threshold method;
D O I
10.4028/www.scientific.net/AMM.373-375.517
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Image edge detection technology which is applied to the hydrophobic grade discrimination of composite insulator is of great significance. How to accurately detect the edge of the water droplets is very important in the process of automatic identification of composite insulator hydrophobicity. This paper detects composite insulator hydrophobic image edge with image edge detection technology. Firstly, adaptive histogram equalization technique is used to enhance image, reducing the similarity of target and background which is caused by the transparency of water. Then the paper uses the improved Canny algorithm which is introduced Ostu threshold method to detect the image edge. The experimental results show that the improved algorithm can accurately acquire the water droplets edge of composite insulator surface, which can lay a foundation for automatic discrimination of composite insulator hydrophobic grade.
引用
收藏
页码:517 / 520
页数:4
相关论文
共 50 条
  • [21] Investigation and Corroboration of a Novel Method to Estimate the Hydrophobicity of Composite Insulators
    Cao, Hongwei
    Yan, Dong
    Han, Jinhua
    Ren, Huan
    Lu, Ming
    Lv, Zhongbin
    Guo, Huihao
    IEEE TRANSACTIONS ON DIELECTRICS AND ELECTRICAL INSULATION, 2012, 19 (06) : 2029 - 2036
  • [22] Research on Hydrophobicity of Polyolefin Materials for the Hard Shed of Composite Insulators
    Peng J.
    Liu Y.
    Wei P.
    Liu Z.
    Zhang C.
    Diangong Jishu Xuebao/Transactions of China Electrotechnical Society, 2021, 36 : 14 - 21
  • [23] Hydrophobicity transfer mechanism evaluation of field aged composite insulators
    Mavrikakis, N.
    Siderakis, K.
    Kourasani, D.
    Pechynaki, M.
    Koudoumas, E.
    2015 IEEE 5TH INTERNATIONAL CONFERENCE ON POWER ENGINEERING, ENERGY AND ELECTRICAL DRIVES (POWERENG), 2015, : 215 - 219
  • [24] Aging characteristics of composite insulators based on hydrophobicity transfer test
    Jia, Zhidong
    Yang, Zhaoxiang
    Wang, Xilin
    Wang, Ziyang
    Guan, Zhicheng
    Yu, Xinzhe
    Gaodianya Jishu/High Voltage Engineering, 2015, 41 (06): : 1907 - 1914
  • [25] Application of Ants Ideas on Image Edge Detection
    Fidanova, Stefka
    Ilcheva, Zlatolilya
    LARGE-SCALE SCIENTIFIC COMPUTING, LSSC 2015, 2015, 9374 : 218 - 225
  • [26] Application of MATLAB for Edge Detection in Image Processing
    Singh, Aditya Kumar
    Dwivedi, Y.
    ADVANCED SCIENCE LETTERS, 2015, 21 (08) : 2621 - 2625
  • [27] An Application of Morphological Edge Detection for Noisy Image
    Zhang Hongqun
    Sun Xiaofei
    PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON TEST AUTOMATION & INSTRUMENTATION, VOLS 1 - 4, 2010, : 557 - 561
  • [28] Application of Numerical Differentiation on Image Edge Detection
    Guo, Zheng
    PROCEEDINGS OF ANNUAL CONFERENCE OF CHINA INSTITUTE OF COMMUNICATIONS, 2010, : 223 - 226
  • [29] Classification of Polymers Insulators Hydrophobicity basead on Digital Image Processing
    Thomazini, Daniel
    Gelfuso, Maria Virginia
    Correa Altafim, Ruy Alberto
    MATERIALS RESEARCH-IBERO-AMERICAN JOURNAL OF MATERIALS, 2012, 15 (03): : 365 - 371
  • [30] An Algorithm for Edge Detection of the Image for Application in WSN
    Shehu, Adrian
    Hulaj, Astrit
    Bajrami, Xhevahir
    APPLIED PHYSICS, SYSTEM SCIENCE AND COMPUTERS, 2018, 428 : 207 - 213