• DocumentCode
    2154962
  • Title

    Lip Contour Extraction Based on Support Vector Machine Add Support

  • Author

    Pan, Xiaosheng ; Kong, Jiangping ; Liew, Alan Wee-chung

  • Volume
    3
  • fYear
    2008
  • fDate
    27-30 May 2008
  • Firstpage
    697
  • Lastpage
    700
  • Abstract
    Lip contour extraction was a useful technique for obtaining a mouth shape in an image, and was one of the most important techniques for human-machine interface applications, such as lip reading and speech recognition. In this paper, a new method to extract lip contour from video was propose based on the fact that the lip color and skin-color was varied in the different color spaces. We first extracted frames from digital video first; then we classified face into lip area and non-lip area by the Support Vector Machine. At last we obtained some parameters from the lip area to reconstruct the lip contour. The experiment results proved that the proposed method was accurate and robust.
  • Keywords
    Color; Histograms; Image segmentation; Man machine systems; Mouth; Shape; Signal processing; Speech recognition; Support vector machines; Tongue; Color space; Lip contour; Segment; Support Vector Machine;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2008. CISP '08. Congress on
  • Conference_Location
    Sanya, China
  • Print_ISBN
    978-0-7695-3119-9
  • Type

    conf

  • DOI
    10.1109/CISP.2008.543
  • Filename
    4566572