• DocumentCode
    1570801
  • Title

    Real Time Lip Motion Analysis for a Person Authentication System using Near Infrared Illumination

  • Author

    Shafait, Faisal ; Kricke, R. ; Shdaifat, I. ; Grigat, R. -R.

  • Author_Institution
    Dept. of Vision Syst., Hamburg Univ. of Technol., Germany
  • fYear
    2006
  • Firstpage
    1957
  • Lastpage
    1960
  • Abstract
    In this paper we present an approach for lip motion analysis that can be used in conjunction with a person authentication system based on face recognition, to avoid attacks on the system using passive photographs. This work focuses on robustly tracking lips in gray scale images, which may be captured in the visible light or near infrared spectrum. We present an approach for locating the two lip corners in a face image. Then we extract suitable features from the mouth region to classify mouth states (visemes). The system shows a classification accuracy of above 85%. The temporal changes in the detected viseme classes can be used for detecting the imposter.
  • Keywords
    face recognition; feature extraction; image classification; image motion analysis; infrared imaging; face recognition; feature extraction; infrared illumination; passive photograph; person authentication system; real time lip motion analysis; Authentication; Face recognition; Infrared imaging; Infrared spectra; Lighting; Lips; Motion analysis; Mouth; Real time systems; Robustness; Discrete cosine transforms; Image analysis; Infrared imaging;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2006 IEEE International Conference on
  • Conference_Location
    Atlanta, GA
  • ISSN
    1522-4880
  • Print_ISBN
    1-4244-0480-0
  • Type

    conf

  • DOI
    10.1109/ICIP.2006.312798
  • Filename
    4106940