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
MECHATRONICS, ROBOTICS AND AUTOMATION, PTS 1-3 | 2013年 / 373-375卷
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
  • [31] Application of an improved method of Wavelet Transform in image edge detection
    Wu, Shulei
    Zhang, Zongan
    Chen, Huandong
    Zhan, Jinmei
    2015 11TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND SECURITY (CIS), 2015, : 450 - 453
  • [32] Study and Application of an Edge Detection Algorithm of Spinneret Hole Image
    Zhang, Jiaquan
    Feng, Weichen
    Wu, Qinyan
    Lin, Xiaolong
    2010 INTERNATIONAL CONFERENCE ON INFORMATION, ELECTRONIC AND COMPUTER SCIENCE, VOLS 1-3, 2010, : 89 - +
  • [33] Application of Smooth Fuzzy Model in Image Denoising and Edge Detection
    Navid Sadjadi, Ebrahim
    Zadeh, Danial Sadrian
    Moshiri, Behzad
    Garcia Herrero, Jesus
    Molina Lopez, Jose Manuel
    Fernandez, Roemi
    MATHEMATICS, 2022, 10 (14)
  • [34] Application of Improved Sobel Algorithm in Medical Image Edge Detection
    Shen, Dehai
    Xu, E.
    Zhang, Longchang
    ADVANCES IN MECHATRONICS AND CONTROL ENGINEERING III, 2014, 678 : 151 - 154
  • [35] Application of independent component analysis to edge detection
    Hornillo-Mellado, S
    Martín-Clemente, R
    Acha, JI
    Puntonet, CG
    Intelligent Automations and Control: Trends Principles, and Applications, Vol 16, 2004, 16 : 75 - 80
  • [36] Edge detection and its application to recognition of arc weld image
    陈希章
    林涛
    郎玉友
    陈善本
    China Welding, 2007, (04) : 20 - 26
  • [37] Dental image analysis with different edge detection operators
    R. Ivkovic
    M. Petrovic
    B. Gara
    M. Milosevic
    Journal of Communications Technology and Electronics, 2014, 59 : 1289 - 1297
  • [38] Performance Analysis on Image Acquisition Techniques in edge detection
    Bhuvaneswari, G.
    Bharathi, V. Subbiah
    2013 INTERNATIONAL CONFERENCE ON RECENT TRENDS IN INFORMATION TECHNOLOGY (ICRTIT), 2013, : 133 - 136
  • [39] Comprehensive analysis of edge detection in color image processing
    Zhu, SY
    Plataniotis, KN
    Venetsanopoulos, AN
    OPTICAL ENGINEERING, 1999, 38 (04) : 612 - 625
  • [40] Influence of non-uniform hydrophobicity distribution on pollution flashover characteristics of composite insulators
    Yu, Xinzhe
    Zhang, Qiaogen
    Yang, Xiaolei
    Yang, Hao
    Zhou, Jun
    Liu, Bo
    IET SCIENCE MEASUREMENT & TECHNOLOGY, 2018, 12 (08) : 1009 - 1014