• DocumentCode
    3343705
  • Title

    Image-Based Fast 3D Individual Facial Modeling

  • Author

    Zhang, Mandun ; Li, Zhi ; Wu, Hongtao ; Yu, Ming

  • Author_Institution
    Hebei Univ. of Technol., Tianjin
  • fYear
    2007
  • fDate
    22-24 Aug. 2007
  • Firstpage
    868
  • Lastpage
    873
  • Abstract
    In this paper, an image-based fast 3D facial modeling algorithm is presented. Different from traditional complex stereo vision procedure, our new method needs only one frontal image for fast 3D modeling without any camera calibration. To extract frontal feature points effectively, we propose an improved Active Shape Models (ASM) method. We can calculate the lateral parameters and estimate the depth information of facial feature points. According to MPEG-4 protocol for 3D face structure, we appoint and deform feature points by Radial Basis functions (RBF) corresponding to the generic model. The texture mapping is carried out with regard to different directional projections to generate the individual face.
  • Keywords
    face recognition; feature extraction; image texture; MPEG-4 protocol; active shape models; frontal feature points extraction; image-based fast 3D individual facial modeling; radial basis functions; texture mapping; Active shape model; Calibration; Cameras; Data mining; Facial features; Feature extraction; MPEG 4 Standard; Parameter estimation; Protocols; Stereo vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Graphics, 2007. ICIG 2007. Fourth International Conference on
  • Conference_Location
    Sichuan
  • Print_ISBN
    0-7695-2929-1
  • Type

    conf

  • DOI
    10.1109/ICIG.2007.71
  • Filename
    4297202