• DocumentCode
    1797073
  • Title

    3D human face modeling for facial animation using regional adaptation

  • Author

    Yanhui Huang ; Yangyu Fan ; Weihua Liu ; Liangliang Wang

  • Author_Institution
    Sch. of Electron. & Inf., Northwestern Polytech. Univ., Xi´an, China
  • fYear
    2014
  • fDate
    9-13 July 2014
  • Firstpage
    394
  • Lastpage
    398
  • Abstract
    This paper proposes an efficient method to reconstruct human face models from 3D face scans using an adaptation algorithm based on regional information. The resulting model can represent individual facial shapes with various expressions, establishing dense correspondences across the whole facial expression sequences. We first initialize the global shape of the face model by implementing RBF interpolation. An efficient vertex mapping is then developed to reconstruct the surface details. The new 3D face are finally created by remapping the scan texture to the facial surface. Experiments show that our method can create effective 3D face models for continuous and realistic 3D facial animation.
  • Keywords
    computer animation; face recognition; interpolation; radial basis function networks; shape recognition; 3D face scan; 3D human face model recontruction; RBF interpolation; adaptation algorithm; facial animation; facial expression sequence; facial shape represention; regional information; scan texture; vertex mapping; Adaptation models; Face; Interpolation; Shape; Solid modeling; Surface treatment; Three-dimensional displays; 3D face modeling; facial animation; regional adaptation; vertex mapping;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal and Information Processing (ChinaSIP), 2014 IEEE China Summit & International Conference on
  • Conference_Location
    Xi´an
  • Print_ISBN
    978-1-4799-5401-8
  • Type

    conf

  • DOI
    10.1109/ChinaSIP.2014.6889271
  • Filename
    6889271