• DocumentCode
    3129710
  • Title

    An image edge mask for face identity verification

  • Author

    Toh, Kar-Ann ; Oh, Beom-Seok

  • Author_Institution
    Biometrics Eng. Res. Center, Yonsei Univ., Seoul, South Korea
  • fYear
    2010
  • fDate
    15-17 June 2010
  • Firstpage
    301
  • Lastpage
    306
  • Abstract
    In this paper, we propose an image edge mask method for face identity verification. The method uses a mask matrix arising from edge detection to extract essential facial information via a Hadamard-Schur product to form a feature template. Several edge detectors have been experimented and our empirical observations show encouraging results. Apart from using an edge mask, the proposed method is generic in the sense that it can be easily extended using different image masks for direct and fast feature extraction.
  • Keywords
    Hadamard matrices; edge detection; face recognition; Hadamard-Schur product; edge detection; edge detectors; face identity verification; facial information; feature extraction; feature template; image edge mask; mask matrix; Application software; Biometrics; Data mining; Face detection; Face recognition; Feature extraction; Image edge detection; Lighting; Linear discriminant analysis; Principal component analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Industrial Electronics and Applications (ICIEA), 2010 the 5th IEEE Conference on
  • Conference_Location
    Taichung
  • Print_ISBN
    978-1-4244-5045-9
  • Electronic_ISBN
    978-1-4244-5046-6
  • Type

    conf

  • DOI
    10.1109/ICIEA.2010.5516848
  • Filename
    5516848