• DocumentCode
    2200579
  • Title

    The Research on the Methods of Image Edge Detection

  • Author

    Zhang, Xiuli ; Liu, Wei

  • Author_Institution
    Inf. Sci. & Eng. Inst., Shenyang Ligong Univ., Shenyang, China
  • fYear
    2010
  • fDate
    1-3 Nov. 2010
  • Firstpage
    100
  • Lastpage
    103
  • Abstract
    The methods of image edge detection based on the differential, wavelet transform and image morphology are introduced in the paper. Differential operator edge detection method is based on the edge of the adjacent regions´ boundary that is not continuous with the gray, using derivative to detect the edge, Wavelet transform edge detection is by means of selecting the appropriate wavelet function to make wavelet detail component to truely reflect the image of the local gray mutations point, The basic idea of mathematical morphology is to use some forms of structural elements to measure and extract the corresponding shape of the image to attain the objective of image analysis and recognition.
  • Keywords
    edge detection; feature extraction; mathematical morphology; mathematical operators; wavelet transforms; adjacent region boundary; differential operator; differential wavelet transform; image analysis; image edge detection; image morphology; image recognition; local gray mutation point; shape extraction; wavelet detail component; wavelet function; differential operator; edge detection; morphology; wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Networks and Intelligent Systems (ICINIS), 2010 3rd International Conference on
  • Conference_Location
    Shenyang
  • Print_ISBN
    978-1-4244-8548-2
  • Electronic_ISBN
    978-0-7695-4249-2
  • Type

    conf

  • DOI
    10.1109/ICINIS.2010.70
  • Filename
    5693689