• DocumentCode
    3091385
  • Title

    Real Time Face Detection Based on Motion and Skin Color Information

  • Author

    Hazar, Mliki ; Mohamed, Hammami ; Hanêne, Ben-Abdallah

  • Author_Institution
    MIRACL-FSEG, Univ. of Sfax, Sfax, Tunisia
  • fYear
    2012
  • fDate
    10-13 July 2012
  • Firstpage
    799
  • Lastpage
    806
  • Abstract
    In this paper we deal with the problem of lowering down the difficulty of face detection in video. Most of the recently developed systems swap detection accuracy for higher speeds, or vice versa. We have proposed a robust approach which makes use of spatial and temporal information in video to reduce time execution and improve precision rate. Our experiments show that our proposed approach proves efficiency without sacrificing real-time performance which makes it well-suited for live video applications.
  • Keywords
    face recognition; image colour analysis; image motion analysis; video signal processing; live video applications; motion detection; precision rate; real time face detection; skin color information; spatial information; swap detection accuracy; temporal information; time execution; Classification algorithms; Face; Facial features; Image color analysis; Predictive models; Skin; Data-mining; face detection; motion detection; skin color model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Parallel and Distributed Processing with Applications (ISPA), 2012 IEEE 10th International Symposium on
  • Conference_Location
    Leganes
  • Print_ISBN
    978-1-4673-1631-6
  • Type

    conf

  • DOI
    10.1109/ISPA.2012.117
  • Filename
    6280377