• DocumentCode
    1454409
  • Title

    Image-based robot task planning and control using a compact visual representation

  • Author

    Colombo, Carlo ; Allotta, Benedetto

  • Author_Institution
    Dipt. di Elettronica per l´´Autom., Brescia Univ., Italy
  • Volume
    29
  • Issue
    1
  • fYear
    1999
  • fDate
    1/1/1999 12:00:00 AM
  • Firstpage
    92
  • Lastpage
    100
  • Abstract
    We present an approach for the design and control of both reflexive and purposive visual tasks. The approach is based on the bidimensional appearance of the objects in the environment and explicitly takes into account independent object motions. A linear model of camera-object interaction is embedded in the control scheme, which dramatically simplifies visual analysis and control by reducing the size of visual representation. We describe the implementation of three visual tasks of increasing complexity, obtained with the proposed scheme and based on the active contour analysis and polynomial planning of image contour transformations. Both simulations and real-time experiments with a robotic eye-in-hand configuration are discussed, validating the approach in terms of robustness and applicability to visual navigation, active exploration and perception, and human-robot interaction
  • Keywords
    edge detection; motion estimation; navigation; path planning; real-time systems; robot vision; active contour analysis; camera-object interaction; image contour; motion estimation; real time systems; robots; task planning; task specification; visual navigation; visual representation; Active contours; Cameras; Feedback; Image analysis; Motion control; Robot sensing systems; Robot vision systems; Robustness; Size control; Visual servoing;
  • fLanguage
    English
  • Journal_Title
    Systems, Man and Cybernetics, Part A: Systems and Humans, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1083-4427
  • Type

    jour

  • DOI
    10.1109/3468.736363
  • Filename
    736363