• DocumentCode
    3492829
  • Title

    The Color Monogenic Signal: A new framework for color image processing. application to color optical flow

  • Author

    Demarcq, Guillaume ; Mascarilla, Laurent ; Courtellemont, Pierre

  • Author_Institution
    Lab. Math., Image, Applic., Univ. of La Rochelle, La Rochelle, France
  • fYear
    2009
  • fDate
    7-10 Nov. 2009
  • Firstpage
    481
  • Lastpage
    484
  • Abstract
    We use in this paper the formalism of Clifford algebras to define the so-called Color Monogenic Signal associated to a color image. It consists in a function with values in the Clifford algebra ¿5,0 that codes color (RGB) and geometric structures information. Using geometric calculus, a notion of local color phase is introduced, generalizing the one for gray level image. As an example of application, a color optical flow robust against noise and brightness variation is provided. It extends the gray level CLG method to color images. The results we obtain on images from the Middleburry database show the relevance of the proposed approach.
  • Keywords
    algebra; geometry; image colour analysis; image sequences; Clifford algebras; Middleburry database; color image processing; color monogenic signal; color optical flow; geometric calculus; geometric structures information; Algebra; Brightness; Calculus; Color; Colored noise; Geometrical optics; Image motion analysis; Noise robustness; Optical noise; Signal processing; Clifford algebras; Dirac equation; color image processing; color optical flow; monogenic signal;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2009 16th IEEE International Conference on
  • Conference_Location
    Cairo
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-5653-6
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2009.5414353
  • Filename
    5414353