• DocumentCode
    2836311
  • Title

    A normalized color difference edge detector based on quaternion representation

  • Author

    Cai, Canhui ; Mitra, Sanjit K.

  • Author_Institution
    Dept. of Comput. Sci., Huaqiao Univ., Quanzhou, China
  • Volume
    2
  • fYear
    2000
  • fDate
    10-13 Sept. 2000
  • Firstpage
    816
  • Abstract
    This paper presents the quaternion color difference edge detector, a new approach to detection of edges in color images. Based on a new type of convolution, the color difference subspace and the proposed edge detector are expressed analytically by using the algebra of the quaternion. The proposed color image edge detector generates edges only where sharp changes of color occur in the original image. The experimental results have verified the improved performance of the new edge detector compared to some well known methods.
  • Keywords
    convolution; edge detection; image colour analysis; image representation; transforms; color difference subspace; color images; convolution; image representation; normalized color difference edge detector; quaternion algebra; quaternion color difference edge detector; quaternion representation; uniform transform; unit transform; Algebra; Change detection algorithms; Computer science; Convolution; Detectors; Filters; Image color analysis; Image edge detection; Image representation; Quaternions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2000. Proceedings. 2000 International Conference on
  • Conference_Location
    Vancouver, BC, Canada
  • ISSN
    1522-4880
  • Print_ISBN
    0-7803-6297-7
  • Type

    conf

  • DOI
    10.1109/ICIP.2000.899834
  • Filename
    899834