• DocumentCode
    1939070
  • Title

    A Novel Method for Detecting Encroachments on Transmission Lines Based on Visual Attention

  • Author

    Zhao, Jingjing ; Sun, Jixiang ; Zhou, Shilin ; Du, Chun

  • Author_Institution
    Sch. of Electron. Sci. & Eng., Nat. Univ. of Defense Technol., Changsha, China
  • fYear
    2011
  • fDate
    5-7 Aug. 2011
  • Firstpage
    93
  • Lastpage
    96
  • Abstract
    The concept of "inspection robot" is born in the strong & smart grid. By studying on the mechanism of human visual attention, this paper presents a method to detect the encroachments on transmission Lines from the perspective of the saLiency-based visual attention system. There are conspicuous diffidence between the encroachments and transmission Lines and it is easy for human to distinguish the encroachments from the transmission Lines because the encroachments were always the saLient objects in the view, consequently, it is a reasonable way to detect the encroachments based on the mechanism of visual attention. The experiment results show that this method can effectively detect and locate different types of encroachments in different natural environments.
  • Keywords
    inspection; power transmission lines; robot vision; encroachment detection; human visual attention; inspection robot; saliency-based visual attention system; smart grid; transmission lines; Humans; Image color analysis; Inspection; Poles and towers; Power transmission lines; Smart grids; Visualization; Smart Grid; encroachments; inspection robot; saLiency; transmission Lines; visual attention;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Manufacturing and Automation (ICDMA), 2011 Second International Conference on
  • Conference_Location
    Zhangjiajie, Hunan
  • Print_ISBN
    978-1-4577-0755-1
  • Electronic_ISBN
    978-0-7695-4455-7
  • Type

    conf

  • DOI
    10.1109/ICDMA.2011.30
  • Filename
    6051859