• DocumentCode
    3264680
  • Title

    Constructing and Application of Adaptive Spline Wavelet Filter Coefficients in Image Edge Detection

  • Author

    Zhang, Guangyu ; Zhu, Weile

  • Author_Institution
    Sch. of Electron. & Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu
  • Volume
    1
  • fYear
    2006
  • fDate
    38869
  • Firstpage
    425
  • Lastpage
    428
  • Abstract
    The selection of wavelet scale and filter coefficients is a key technology for wavelet edge detection. In this paper, we propose an algorithm of constructing adaptive spline wavelet filter coefficients based on the genetic algorithm. We detect image edges by employing the obtained filter coefficients, and obtain a good effect of edge extraction by integrating the edge connection algorithm. Finally, experimental results are compared with Canny´s operator, and demonstrate the performance of our algorithm
  • Keywords
    adaptive filters; edge detection; genetic algorithms; splines (mathematics); wavelet transforms; adaptive spline wavelet filter coefficients; genetic algorithm; image edge detection; Adaptive filters; Color; Continuous wavelet transforms; Detectors; Genetic algorithms; Image analysis; Image edge detection; Image processing; Image recognition; Spline;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Circuits and Systems Proceedings, 2006 International Conference on
  • Conference_Location
    Guilin
  • Print_ISBN
    0-7803-9584-0
  • Electronic_ISBN
    0-7803-9585-9
  • Type

    conf

  • DOI
    10.1109/ICCCAS.2006.284668
  • Filename
    4063912