• DocumentCode
    2953215
  • Title

    Omni-directional vision based human motion detection for autonomous mobile robots

  • Author

    Liu, Hong ; Dong, Ning ; Zha, Hongbin

  • Author_Institution
    Nat. Lab. on Machine Perception, Peking Univ., Beijing, China
  • Volume
    3
  • fYear
    2005
  • fDate
    10-12 Oct. 2005
  • Firstpage
    2236
  • Abstract
    This paper presents a novel human motion detection system using an omni-camera on a platform of autonomous mobile robot. Compared with other related works, the system using an omni-directional camera provides a larger FOV (field of view) for motion detection, and makes a better effect using temporal differencing method based on compensation for ego-motion. Furthermore, the method, respectively combined with color information and feature point´s on human body, is employed to determine human motion contours, which consequently improves the performance of the temporal differencing method. Experimental results show that the system provides an efficient way to track human motion in an indoor environment.
  • Keywords
    cameras; computer vision; feature extraction; image colour analysis; mobile robots; motion estimation; autonomous mobile robot; color information; ego-motion; human motion contour; human motion detection; motion detection; omni-directional vision; temporal differencing method; Cameras; Charge-coupled image sensors; Humans; Intelligent sensors; Machine vision; Mobile robots; Motion detection; Optical distortion; Robot vision systems; Tracking; Autonomous mobile robot; Motion detection; Omni-directional camera;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man and Cybernetics, 2005 IEEE International Conference on
  • Print_ISBN
    0-7803-9298-1
  • Type

    conf

  • DOI
    10.1109/ICSMC.2005.1571481
  • Filename
    1571481