• DocumentCode
    2480291
  • Title

    Modeling Facial Skin Motion Properties in Video and Its Application to Matching Faces across Expressions

  • Author

    Manohar, Vasant ; Shreve, Matthew ; Goldgof, Dmitry ; Sarkar, Sudeep

  • Author_Institution
    Speech, Language, & Multimedia Raytheon BBN Technol., Cambridge, MA, USA
  • fYear
    2010
  • fDate
    23-26 Aug. 2010
  • Firstpage
    2122
  • Lastpage
    2125
  • Abstract
    In this paper, we propose a method to model the material constants (Young´s modulus) of the skin in subregions of the face from the motion observed in multiple facial expressions and present its relevance to an image analysis task such as face verification. On a public database consisting of 40 subjects undergoing some set of facial motions associated with anger, disgust, fear, happy, sad, and surprise expressions, we present an expression invariant strategy to matching faces using the Young´s modulus of the skin. Results show that it is indeed possible to match faces across expressions using the material properties of their skin.
  • Keywords
    face recognition; finite element analysis; image matching; image motion analysis; image sequences; Youngs modulus; expression invariant strategy; face matching; face verification; facial skin motion properties; image analysis task; Computational modeling; Face recognition; Feature extraction; Robustness; Skin; Young´s modulus; face recognition; facial motion analysis; finite element method; physics-based modeling;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Pattern Recognition (ICPR), 2010 20th International Conference on
  • Conference_Location
    Istanbul
  • ISSN
    1051-4651
  • Print_ISBN
    978-1-4244-7542-1
  • Type

    conf

  • DOI
    10.1109/ICPR.2010.520
  • Filename
    5595927