• DocumentCode
    2212755
  • Title

    Real-Time Facial Sketch Synthesis from Video

  • Author

    Chen, Xiaoping ; Ye, Si ; Sun, Weiping ; Yu, Shengsheng

  • Author_Institution
    Coll. of Comput. Sci. & Technol., Huazhong Univ. of Sci. & Technol., Wuhan, China
  • fYear
    2010
  • fDate
    7-8 Aug. 2010
  • Firstpage
    241
  • Lastpage
    244
  • Abstract
    In this paper, a facial sketch system based on real-time video is presented. This system automatically synthesizes facial edge sketch by tracking facial main control points (MCPs) accurately. There are four key steps in the system. First, dozens of main control points are obtained from frontal face image by Active Appearance Model (AAM). Second, when face moved or rotated, the new positions of MCPs are computed with optical flow algorithm. Third, face rotate matrix is obtained by considering spatial coherence and time coherence of MCPs. In the last step, cubic B-spline interpolation is introduced to connect the MCPs smoothly for sketch synthesis. Experiments shows our system has good real-time performance, and can get good results when face moved or rotated.
  • Keywords
    face recognition; image sequences; interpolation; matrix algebra; splines (mathematics); target tracking; video signal processing; active appearance model; cubic B-spline interpolation; face rotate matrix; facial edge sketch synthesis; facial main control points tracking; frontal face image; optical flow algorithm; real time video; spatial coherence; time coherence; AAM; B-spline; Facial sketch synthesis; Optical flow; Rotate matrix;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Communications (Mediacom), 2010 International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-0-7695-4136-5
  • Type

    conf

  • DOI
    10.1109/MEDIACOM.2010.68
  • Filename
    5694191