• DocumentCode
    1601279
  • Title

    Development of an efficient face detection and tracking system for mobile devices

  • Author

    Chae, Yeong Nam ; Ha, Jaewon ; Yang, Hyun S.

  • Author_Institution
    Dept. of CS, Korea Adv. Inst. of Sci. of Technol., Daejeon, South Korea
  • fYear
    2010
  • Firstpage
    192
  • Lastpage
    196
  • Abstract
    In this paper, we propose efficient face detection and tracking system for mobile interaction. To detect face rapidly, the proposed system adopts color filtering based efficient region selection method. Then the proposed system tracks the detected face based on particle filter. By integrating efficient face detector and face tracker, the proposed system can be used as user interface for mobile interaction. A set of experiment on PC and mobile environment are presented. The proposed system greatly reduce overall computational time and number of false positives.
  • Keywords
    face recognition; human computer interaction; image colour analysis; mobile handsets; particle filtering (numerical methods); tracking; color filtering; computational time; face detection; face tracker; mobile device; mobile interaction; particle filter; region selection method; tracking system; Detectors; Face; Face detection; Image color analysis; Kernel; Mobile communication; Skin; color filtering; face detection; face tracking; human computer interaction; mobile device;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Virtual Systems and Multimedia (VSMM), 2010 16th International Conference on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-9027-1
  • Electronic_ISBN
    978-1-4244-9026-4
  • Type

    conf

  • DOI
    10.1109/VSMM.2010.5665986
  • Filename
    5665986