• DocumentCode
    1861392
  • Title

    Image moments-based ultrasound visual servoing

  • Author

    Mebarki, Rafik ; Krupa, Alexandre ; Chaumette, Francois

  • Author_Institution
    IRISA, INRIA Rennes-Bretagne Atlantique, Rennes
  • fYear
    2008
  • fDate
    19-23 May 2008
  • Firstpage
    113
  • Lastpage
    119
  • Abstract
    A new visual servoing method based on B-mode ultrasound images is proposed to automatically control the motion of a 2D ultrasound probe held by a medical robot in order to reach a desired B-scan image of an object of interest. In this approach, combinations of image moments extracted from the current observed object cross-section are used as feedback visual features. The analytical form of the interaction matrix, relating the time variation of these visual features to the probe velocity, is derived and used in the control law. Simulations performed with a static ultrasound volume containing an egg-shaped object, and in-vitro experiments using a robotized ultrasound probe that interacts with a rabbit heart immersed in water, show the validity of this new approach and its robustness with respect to modeling and measurements errors.
  • Keywords
    biomedical imaging; matrix algebra; medical robotics; mobile robots; probes; robot vision; ultrasonic imaging; visual servoing; 2D ultrasound probe; B-mode ultrasound images; B-scan image; image moments-based ultrasound visual servoing; interaction matrix; medical robot; motion control; probe velocity; Automatic control; Feedback; In vitro; Medical robotics; Motion control; Performance evaluation; Probes; Ultrasonic imaging; Velocity control; Visual servoing; Visual servoing; image moments; medical robotics; ultrasound;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation, 2008. ICRA 2008. IEEE International Conference on
  • Conference_Location
    Pasadena, CA
  • ISSN
    1050-4729
  • Print_ISBN
    978-1-4244-1646-2
  • Electronic_ISBN
    1050-4729
  • Type

    conf

  • DOI
    10.1109/ROBOT.2008.4543195
  • Filename
    4543195