• DocumentCode
    3449254
  • Title

    The automatic detection and visual tracking of moving objects by eye-in-hand robotic systems

  • Author

    Richards, Charles A. ; Papanikolopoulos, Nikolaos P.

  • Author_Institution
    Dept. of Comput. Sci., Minnesota Univ., Minneapolis, MN, USA
  • Volume
    3
  • fYear
    1995
  • fDate
    5-9 Aug 1995
  • Firstpage
    228
  • Abstract
    Traditionally, the robotic visual servoing/tracking problem has received attention from researchers for its interesting control and computer vision issues. However many visual servoing tasks also require the ability to automatically detect moving objects. Until recently, very few efforts have been reported in the area of automatic detection of servoing targets. This paper presents a robust detection scheme for use in robotic visual servoing experiments. It detects and tracks moving objects through the use of a “figure/ground” approach. Experimentation has shown the feasibility of this approach under general conditions. This paper provides a description of the authors system implementation in an experimental robotic system, along with a collection of results. The paper also contains a discussion of problems and issues for future work
  • Keywords
    object detection; robot vision; tracking; automatic detection; eye-in-hand robotic systems; figure/ground approach; moving objects; robotic visual servoing/tracking problem; robust detection scheme; servoing targets; visual tracking; Adaptive control; Automatic control; Feedback loop; Intelligent robots; Object detection; Robot sensing systems; Robot vision systems; Robotics and automation; Target tracking; Visual servoing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems 95. 'Human Robot Interaction and Cooperative Robots', Proceedings. 1995 IEEE/RSJ International Conference on
  • Conference_Location
    Pittsburgh, PA
  • Print_ISBN
    0-8186-7108-4
  • Type

    conf

  • DOI
    10.1109/IROS.1995.525889
  • Filename
    525889