• DocumentCode
    3448347
  • Title

    The application of improved canny operator in the PCB wire edge detection

  • Author

    Yanpeng Sun ; Yongtao Wei ; Jun Xu ; Simin Xu

  • Author_Institution
    Electron. Inf. Eng., Shenyang Aerosp. Univ., Shenyang, China
  • fYear
    2012
  • fDate
    16-18 Oct. 2012
  • Firstpage
    275
  • Lastpage
    278
  • Abstract
    In order to improve the effectiveness and speed of edge detection, an improved Canny operator is introduced in this paper for PCB wire edge detection. By adopting an adaptive scale Gaussian filter on the input PCB image, we remove white noise while preserving edge information. For the shortcomings of the traditional Canny operator on slow Gaussian filtering, the two-dimensional convolution is decomposed into two one-dimensional one, plus the last single-threshold processing, thus greatly improving the computation efficiency. The simulation result shows that the method is effective.
  • Keywords
    Gaussian processes; convolution; edge detection; filtering theory; image denoising; image segmentation; printed circuits; white noise; PCB wire edge detection; adaptive scale Gaussian filter; edge information preservation; improved Canny operator; input PCB image; single-threshold processing; two-dimensional convolution decomposition; white noise removal; Convolution; Filtering algorithms; Filtering theory; Image edge detection; Noise; Smoothing methods; Wires; PCB image; edge detection; improved Canny operator; self-adaptable adjust;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2012 5th International Congress on
  • Conference_Location
    Chongqing
  • Print_ISBN
    978-1-4673-0965-3
  • Type

    conf

  • DOI
    10.1109/CISP.2012.6469957
  • Filename
    6469957