• DocumentCode
    2048691
  • Title

    Facial Expression Representation Using a Quadratic Deformation Model

  • Author

    Obaid, M. ; Mukundan, R. ; Billinghurst, M. ; Sagar, M.

  • Author_Institution
    HITLab. NZ, Univ. of Canterbury, Christchurch, New Zealand
  • fYear
    2009
  • fDate
    11-14 Aug. 2009
  • Firstpage
    44
  • Lastpage
    49
  • Abstract
    In this paper we propose a novel approach for representing facial expressions based on a quadratic deformation model applied to muscle regions. The non-linear nature of muscle deformations can be captured for each expression, by subdividing the face into 16 facial regions and using the most general rubber-sheet transformation of second degree. The deformation parameters are derived using a least-square minimization technique, and used to construct a facial deformation table (FDT) to mathematically represent each expression. The generalized nature of the transformations allows us to easily map expressions from one model to another, and employ the FDTs in facial expression applications such as facial recognition and animations. The paper presents experimental results using the smile expression.
  • Keywords
    computer animation; face recognition; least squares approximations; minimisation; facial animations; facial deformation table; facial expression representation; facial recognition; least-square minimization technique; muscle deformation; muscle regions; quadratic deformation model; rubber-sheet transformation; smile expression; Application software; Computer graphics; Deformable models; Face recognition; Facial animation; Humans; Image motion analysis; Motion analysis; Muscles; Solid modeling; Facial Expression Representations; Quadratic Deformation Model; Rubber Sheet Transformations;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Graphics, Imaging and Visualization, 2009. CGIV '09. Sixth International Conference on
  • Conference_Location
    Tianjin
  • Print_ISBN
    978-0-7695-3789-4
  • Type

    conf

  • DOI
    10.1109/CGIV.2009.29
  • Filename
    5298366