• DocumentCode
    3493367
  • Title

    Integration of Face and Hand Gesture Recognition

  • Author

    Kao, Yung-Wei ; Gu, Hui-Zhen ; Yuan, Shyan-Ming

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Nat. Chiao Tung Univ., Hsinchu
  • Volume
    1
  • fYear
    2008
  • fDate
    11-13 Nov. 2008
  • Firstpage
    330
  • Lastpage
    335
  • Abstract
    Face recognition and hand gesture recognition technologies have been developed separately for many years. Usually they are treated as independent systems. In this paper, we integrate the face and hand gesture recognition. We claim that the face recognition rate can be improved by hand gesture recognition. Also, we propose a security elevator scenario. Finally, we simulate this security elevator scenario by PCA method, based on the ORL database, and show that the face recognition rate and overall accuracy is improved after integration. We believe that this is a general method to integrate two recognition engines, not only for face and hand gesture recognition.
  • Keywords
    face recognition; gesture recognition; principal component analysis; ORL database; PCA method; face recognition; hand gesture recognition; security elevator scenario; Artificial neural networks; Computer science; Data security; Elevators; Engines; Face recognition; Hidden Markov models; Pattern recognition; Principal component analysis; Space technology; face recognition; hand gesture;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Convergence and Hybrid Information Technology, 2008. ICCIT '08. Third International Conference on
  • Conference_Location
    Busan
  • Print_ISBN
    978-0-7695-3407-7
  • Type

    conf

  • DOI
    10.1109/ICCIT.2008.74
  • Filename
    4682047