• DocumentCode
    2844657
  • Title

    Automatic color face tracking using gray information

  • Author

    Essannouni, L. ; Elhaj, E. Ibn ; Aboutajdine, D.

  • Author_Institution
    GSCM Fac. des Sci. de Rabat, Rabat
  • fYear
    2008
  • fDate
    6-9 July 2008
  • Firstpage
    1010
  • Lastpage
    1014
  • Abstract
    In this paper we propose a new automatic face tracking method using the gray information. The method uses the gray information for extracting online the color skin of the main person. Therefore the proposed method is more robust than other approaches that uses a given database of skin, and more practical than methods witch uses manual initialization. The proposed framework combines face detection, on line skin color extraction, Kalman filter, and Gaussian skin color model for robust face tracking. The system is relatively insensitive to illumination conditions. In fact the system is able to track the face in the presence of blue light for example.
  • Keywords
    Kalman filters; face recognition; image colour analysis; tracking; Gaussian skin color model; Kalman filter; automatic color face tracking; face detection; gray information; on line skin color extraction; robust face tracking; Application software; Data mining; Databases; Detectors; Eyes; Face detection; Lighting; Mouth; Robustness; Skin;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computers and Communications, 2008. ISCC 2008. IEEE Symposium on
  • Conference_Location
    Marrakech
  • ISSN
    1530-1346
  • Print_ISBN
    978-1-4244-2702-4
  • Electronic_ISBN
    1530-1346
  • Type

    conf

  • DOI
    10.1109/ISCC.2008.4625745
  • Filename
    4625745