• DocumentCode
    463486
  • Title

    A Pose Robust Multi-View Face Recognition System using Plane of Pose Tolerance

  • Author

    Bonjoe Kim ; Hyoungchul Shin ; Kwanghoon Sohn

  • Author_Institution
    Biometric Eng. Res. Center, Seoul, South Korea
  • Volume
    1
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    In this paper, we propose a pose robust multi-view face recognition system using plane of pose tolerance (PPT). The proposed system defines the PPT which represents the tendency of pose variation well presented in multiple images. Compared with the traditional multi-view face recognition system, the proposed system is more robust and accurate especially to the error caused by pose estimation since it uses the property of multiple images. We obtain 91% face recognition rate for the proposed system and accomplished 15% improvement when compared with the traditional one.
  • Keywords
    face recognition; image property; plane of pose tolerance; pose robust multiview face recognition system; Biometrics; Character recognition; Computational efficiency; Face recognition; Feature extraction; Head; Humans; Image databases; Image recognition; Robustness; Plane of Pose Tolerance; multi-view;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
  • Conference_Location
    Honolulu, HI
  • ISSN
    1520-6149
  • Print_ISBN
    1-4244-0727-3
  • Type

    conf

  • DOI
    10.1109/ICASSP.2007.366723
  • Filename
    4217123