• DocumentCode
    2682775
  • Title

    Determination of compatibility coefficients for color edge detection by relaxation

  • Author

    Macaire, Ludovic ; Ultré, Vincent ; Postaire, Jack-Gerard

  • Author_Institution
    Centre d´´Autom. de Lille, Univ. des Sci. et Tech. de Lille, Villeneuve d´´Ascq, France
  • Volume
    3
  • fYear
    1996
  • fDate
    16-19 Sep 1996
  • Firstpage
    1045
  • Abstract
    In this paper, we propose a new algorithm which detects boundaries of objects from a color image. The result of this method is a binary image where only the boundary pixels are represented. This approach uses a co-operating relaxation process in order to enhance edge probabilities. The relaxation algorithm processes probabilities resulting from a gradient output of the different features of the color images. So, this algorithm is able to detect edges from variations of red, green and blue images. We present in the first part of this paper the relaxation scheme. In the second part, we propose two kinds of compatibility coefficients evaluations. These coefficients are compared in the third part of this paper using a rather complex image
  • Keywords
    edge detection; feature extraction; image colour analysis; object detection; probability; RGB images; binary image; boundary pixels; co-operating relaxation process; color image; compatibility coefficients; complex image; edge detection; edge probabilities enhancement; gradient output; object boundaries detection; red green blue images; relaxation algorithm; Color; Eigenvalues and eigenfunctions; Filters; Image edge detection; Image processing; Image segmentation; Labeling; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1996. Proceedings., International Conference on
  • Conference_Location
    Lausanne
  • Print_ISBN
    0-7803-3259-8
  • Type

    conf

  • DOI
    10.1109/ICIP.1996.561019
  • Filename
    561019