• DocumentCode
    3573881
  • Title

    Fluorescent magnetic particle inspection device based on digital image processing

  • Author

    Jianlan Luo ; Zhewen Tian ; Jintao Yang

  • Author_Institution
    Sch. of Automotive Eng., Wuhan Univ. of Technol., Wuhan, China
  • fYear
    2014
  • Firstpage
    5677
  • Lastpage
    5681
  • Abstract
    Fluorescent magnetic particle inspection is widely applied in industry production, however; traditional ways are manual and depend on individuals´ experience, which can also cause damage to workers´ eyes. An automatic fluorescent magnetic particle inspection device is presented in this paper. A series of image processing methods have been investigated, which are put into a combination for detecting flaws in images automatically. And we propose a wavelet-based Canny operator to extract outlines of flaws in images, which is more effective than common Canny operator, and could constrain noises at a reasonable level. Results suggest that this novel automatic inspection device offers a low labor intensity but more effective way for flaw detection work, and image processing methods proposed in this paper are feasible.
  • Keywords
    automatic optical inspection; flaw detection; image processing; magnetic particles; mathematical operators; wavelet transforms; automatic fluorescent magnetic particle inspection device; digital image processing method; flaw detection; flaw extraction; industry production; labor intensity; wavelet-based Canny operator; Cameras; Fluorescence; Inspection; Magnetic particles; Magnetic resonance imaging; Wavelet transforms; Fluorescent magnetic particle inspection; digital image processing; wavelet-based Canny Operator;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Control and Automation (WCICA), 2014 11th World Congress on
  • Type

    conf

  • DOI
    10.1109/WCICA.2014.7053688
  • Filename
    7053688