• DocumentCode
    463487
  • Title

    Person Recognition Form Video using Facial Mimics

  • Author

    Saeed, Usman ; Dugelay, Jean-Luc

  • Author_Institution
    Eurecom Inst., Sophia Antipolis, France
  • Volume
    1
  • fYear
    2007
  • fDate
    15-20 April 2007
  • Abstract
    Video based facial recognition is an appealing modality in biometrics due to its acceptability and ease of use but the associated recognition rate is not high enough due to multiple sources of variation and lack of constraints in real world applications. In this article we investigate the possible contribution of facial mimics extracted from low quality videos for person recognition. The initial results reported tend to validate this original proposal, thus opening some new perspectives for design of future hybrid and efficient system combining facial appearance and dynamics.
  • Keywords
    biometrics (access control); face recognition; feature extraction; biometric modality; facial mimic extraction; person recognition rate; video based facial recognition; Bayesian methods; Biometrics; Eyes; Face recognition; Head; Hidden Markov models; Image recognition; Principal component analysis; Spatial databases; Video surveillance; Face Recognition; Image Processing;
  • 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.2007.366724
  • Filename
    4217124