• DocumentCode
    2680974
  • Title

    What can prediction bring to Image-Based Visual Servoing ?

  • Author

    Allibert, Guillaume ; Courtial, Estelle

  • Author_Institution
    Inst. PRISME EA, Polytech´´Orleans, Orleans, France
  • fYear
    2009
  • fDate
    10-15 Oct. 2009
  • Firstpage
    5210
  • Lastpage
    5215
  • Abstract
    The purpose of this paper is to show what image prediction can bring to image-based visual servoing. The visual feature prediction is obtained thanks to the interaction matrix. Based on a model predictive control strategy, the visual servoing task is formulated into an optimization problem. The error between the reference features and the predicted features is to be minimized over a receding prediction horizon. Numerous simulations highlight the interest of prediction, especially for difficult configurations such as large motion and rotation.
  • Keywords
    computer vision; numerical analysis; predictive control; visual servoing; image prediction; image-based visual servoing; interaction matrix; model predictive control strategy; numerous simulations; visual feature prediction; Cameras; Control systems; Error correction; Mathematical model; Medical control systems; Medical robotics; Predictive control; Predictive models; Robot vision systems; Visual servoing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems, 2009. IROS 2009. IEEE/RSJ International Conference on
  • Conference_Location
    St. Louis, MO
  • Print_ISBN
    978-1-4244-3803-7
  • Electronic_ISBN
    978-1-4244-3804-4
  • Type

    conf

  • DOI
    10.1109/IROS.2009.5354208
  • Filename
    5354208