• DocumentCode
    3185821
  • Title

    An algorithm for visualizing and detecting edges in RGB color images using logarithmic ratio approach

  • Author

    Almuntashri, A. ; Agaian, Sos

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Texas at San Antonio, San Antonio, TX, USA
  • fYear
    2010
  • fDate
    10-13 Oct. 2010
  • Firstpage
    3942
  • Lastpage
    3947
  • Abstract
    In this paper, we present an algorithm for visualizing edges in RGB colored images as well as edge detection using logarithmic ratio approach. The developed visualization algorithm has a superior performance in highlighting more unforeseen color edges than the standard RGB-grayscale conversion method can present. Also, by integrating the proposed algorithm with a logarithmic-ratio based edge detector operator, the developed algorithm outperforms the standard edge detection operators in gradient colored images where color boundaries transitions are hard to detect.
  • Keywords
    data visualisation; edge detection; feature extraction; gradient methods; image colour analysis; RGB colored image; RGB grayscale conversion method; edge detection; edge visualization; gradient colored image; logarithmic ratio approach; Gray-scale; Image edge detection; RGB color; color edge detection; color extraction; logarithmic ratio;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1062-922X
  • Print_ISBN
    978-1-4244-6586-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.2010.5642251
  • Filename
    5642251