• DocumentCode
    2905789
  • Title

    New morphological operators for color image processing

  • Author

    Yu, Mei ; Wang, Rangding ; Jiang, Gangyi ; Liu, Xiao ; Choi, Tae-Young

  • Author_Institution
    Inst. of Circuits & Syst., Ningbo Univ., China
  • Volume
    A
  • fYear
    2004
  • fDate
    21-24 Nov. 2004
  • Firstpage
    443
  • Abstract
    Morphological image processing is well known as an efficient method in image processing and computer vision. With the wide use of color in many areas, the interest on the color perception and processing has been growing rapidly. In this paper, a new approach to color morphological transformation, as an extension of mathematical morphology from gray-scale image to color image, is proposed based on HSL (hue-saturation-lightness) color space. New basic color morphological operators are first defined, and new composite color morphological operators, including color morphological filters with multiple structuring elements, and color morphological multi-resolution analysis and synthesis, are constructed. Then their properties are discussed. Experimental results show that the proposed color morphological operators can be efficiently used in color image processing, encoding and feature extraction.
  • Keywords
    computer vision; feature extraction; image colour analysis; image resolution; mathematical morphology; mathematical operators; color image processing; color morphological filters; color perception; computer vision; feature extraction; gray-scale image; hue-saturation-lightness; mathematical morphology; morphological image processing; morphological operators; Circuits and systems; Computer vision; Feature extraction; Filters; Gray-scale; Image analysis; Image color analysis; Image processing; Image texture analysis; Morphology;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    TENCON 2004. 2004 IEEE Region 10 Conference
  • Print_ISBN
    0-7803-8560-8
  • Type

    conf

  • DOI
    10.1109/TENCON.2004.1414452
  • Filename
    1414452