• DocumentCode
    1153469
  • Title

    Reconstruction of partially damaged face images based on a morphable face model

  • Author

    Hwang, Bon-Woo ; Lee, Seong-Whan

  • Author_Institution
    VirtualMedia Inc., Seoul, South Korea
  • Volume
    25
  • Issue
    3
  • fYear
    2003
  • fDate
    3/1/2003 12:00:00 AM
  • Firstpage
    365
  • Lastpage
    372
  • Abstract
    This paper proposes a method for reconstructing partially damaged faces based on a morphable face model. Faces are modeled by linear combinations of prototypes of shape and texture. With the shape and texture information from an undamaged region only, we can estimate optimal coefficients for linear combinations of prototypes of shape and texture by simple projection for least-square minimization (LSM). Our experimental results show that reconstructed faces are very natural and plausible like real photos.
  • Keywords
    image reconstruction; least squares approximations; minimisation; least-square minimization; partially damaged face images reconstruction; reconstructed faces; texture information; Computer Society; Degradation; Face detection; Image reconstruction; Noise shaping; Pixel; Principal component analysis; Prototypes; Shape; Vectors;
  • fLanguage
    English
  • Journal_Title
    Pattern Analysis and Machine Intelligence, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0162-8828
  • Type

    jour

  • DOI
    10.1109/TPAMI.2003.1182099
  • Filename
    1182099