• DocumentCode
    575167
  • Title

    Object tracking system by adaptive pan-tilt-zoom cameras and arm robot

  • Author

    Ukida, Hiroyuki ; Terama, Yasuhiro ; Ohnishi, Hiroki

  • Author_Institution
    Dept. of Mech. Eng., Univ. of Tokushima, Tokushima, Japan
  • fYear
    2012
  • fDate
    20-23 Aug. 2012
  • Firstpage
    1920
  • Lastpage
    1925
  • Abstract
    This paper proposes an object tracking system using an arm robot and pan-tilt-zoom cameras. The object detection method consists of the sparse template matching using color information and the particle filter methods for a fast detection. And estimate 3D position of it by the binocular stereo method using two cameras. In order to detect object stably, we control the zoom (the focal length) of cameras adaptively considering 3D object positions. We configure the object tracking system and confirm the effectiveness of proposed method in experiments that the object moves surround of this system.
  • Keywords
    image colour analysis; image matching; mobile robots; object detection; object tracking; particle filtering (numerical methods); stereo image processing; 3D object position; 3D position estimation; adaptive pan-tilt-zoom camera; arm robot; binocular stereo method; color information; focal length; object detection; object tracking; particle filter method; sparse template matching; Cameras; Feature extraction; Object detection; Robot kinematics; Robot vision systems; arm robot; object tracking; pan-tilt-zoom camera; particle filter; sparse template matching;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    SICE Annual Conference (SICE), 2012 Proceedings of
  • Conference_Location
    Akita
  • ISSN
    pending
  • Print_ISBN
    978-1-4673-2259-1
  • Type

    conf

  • Filename
    6318324