• DocumentCode
    3181239
  • Title

    Panoramic Vision and Laser Range Finder Fusion for Multiple Person Tracking

  • Author

    Chakravarty, Punarjay ; Jarvis, Ray

  • Author_Institution
    Electr. & Comput. Syst. Eng., Monash Univ., Melbourne, Vic.
  • fYear
    2006
  • fDate
    9-15 Oct. 2006
  • Firstpage
    2949
  • Lastpage
    2954
  • Abstract
    This paper describes a fusion of panoramic vision and laser range data to track multiple persons simultaneously from a stationary robot. Particle filters are used to track people in the plane of the laser and a mixture of Gaussians background subtraction algorithm is used to maintain a colour model for each person being tracked. Colour information is used to recognize lost targets that have reentered the scene
  • Keywords
    Gaussian processes; laser ranging; robot vision; Gaussians background subtraction algorithm; colour information; laser range finder fusion; multiple person tracking; panoramic vision; particle filters; stationary robot; Cameras; Gaussian processes; Laser fusion; Laser modes; Mobile robots; Particle filters; Particle tracking; Robot vision systems; Systems engineering and theory; Target tracking; laser range finder; multiple person tracking; panoramic vision;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    1-4244-0258-1
  • Electronic_ISBN
    1-4244-0259-X
  • Type

    conf

  • DOI
    10.1109/IROS.2006.282149
  • Filename
    4058843