• DocumentCode
    1586789
  • Title

    Automated detection of people distribution by A 3D camera

  • Author

    Ho, Kiyotaka ; Taniguchi, Kazuhiko ; Asari, Kazunari ; Kuramoto, Kei ; Kobashi, Syoji ; Hata, Yutaka

  • Author_Institution
    Grad. Sch. of Eng., Univ. of Hyogo, Himeji, Japan
  • fYear
    2010
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    This paper describes a method for distribution of people monitoring system using a 3D camera. This camera measures distance and intensity distribution based on time of flight (TOF). From the obtained distance data, we perform clustering processing to detect the distribution of people. In our method, fuzzy logic plays a primary role to decide the cluster, i.e., people number. Our proposed method applied for 120 sec in a room. We successfully detected distribution of people in a room for moving 3 people distribution. Consequently, our proposed method successfully detected distribution of people using automated cluster number determination.
  • Keywords
    distance measurement; fuzzy logic; image sensors; intensity measurement; monitoring; object detection; pattern clustering; time of flight spectra; 3D camera; automated detection; cluster processing; distance measurement; fuzzy logic; intensity measurement; people distribution; people monitoring system; time of flight; Cameras; Equations; Humans; Mathematical model; Pixel; Three dimensional displays; Transforms; 3D camera; clustering; distribution of people; fuzzy logic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    World Automation Congress (WAC), 2010
  • Conference_Location
    Kobe
  • ISSN
    2154-4824
  • Print_ISBN
    978-1-4244-9673-0
  • Electronic_ISBN
    2154-4824
  • Type

    conf

  • Filename
    5665318