• DocumentCode
    3590754
  • Title

    Facial expression synthesis by radial basis function network and image warping

  • Author

    Leung, Mary Y Y ; Hui, Hung Yen ; King, Irwin

  • Author_Institution
    Dept. of Comput. Sci. & Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong
  • Volume
    3
  • fYear
    1996
  • Firstpage
    1400
  • Abstract
    This paper presents a novel approach in synthesizing various facial expressions by image warping, using spatial displacement of facial landmark point generated by radial basis function (RBF) networks. We trained two RBF networks from test images to obtain these spatial displacement. One RBF network can be used to generate different degrees of expressions, while the other can be used to obtain mixed facial expressions. We discuss the method used and demonstrate the results
  • Keywords
    computer vision; face recognition; feedforward neural nets; image recognition; interpolation; computer vision; human facial expressions; image warping; interpolation; radial basis function network; spatial displacement; Computer interfaces; Face recognition; Facial animation; Facial muscles; Humans; Image generation; Network synthesis; Neural networks; Radial basis function networks; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1996., IEEE International Conference on
  • Print_ISBN
    0-7803-3210-5
  • Type

    conf

  • DOI
    10.1109/ICNN.1996.549104
  • Filename
    549104