• DocumentCode
    716473
  • Title

    Real-time tracking of deformable target in 3D ultrasound images

  • Author

    Royer, Lucas ; Marchal, Maud ; Le Bras, Anthony ; Dardenne, Guillaume ; Krupa, Alexandre

  • Author_Institution
    Inst. de Rech. Technol. b-com, Rennes, France
  • fYear
    2015
  • fDate
    26-30 May 2015
  • Firstpage
    2430
  • Lastpage
    2435
  • Abstract
    In this paper, we present a novel approach for tracking a deformable anatomical target within 3D ultrasound volumes. Our method is able to estimate deformations caused by the physiological motions of the patient. The displacements of moving structures are estimated from an intensity-based approach combined with a physically-based model and has therefore the advantage to be less sensitive to the image noise. Furthermore, our method does not use any fiducial marker and has real-time capabilities. The accuracy of our method is evaluated on real data acquired from an organic phantom. The validation is performed on different types of motions comprising rigid and non-rigid motions. Thus, our approach opens novel possibilities for computer-assisted interventions where deformable organs are involved.
  • Keywords
    medical image processing; real-time systems; target tracking; 3D ultrasound images; 3D ultrasound volumes; computer-assisted interventions; deformable anatomical target; deformable organs; intensity-based approach; nonrigid motions; organic phantom; physically-based model; physiological motions; real-time tracking; rigid motions; Deformable models; Mathematical model; Noise; Probes; Target tracking; Three-dimensional displays;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Robotics and Automation (ICRA), 2015 IEEE International Conference on
  • Conference_Location
    Seattle, WA
  • Type

    conf

  • DOI
    10.1109/ICRA.2015.7139523
  • Filename
    7139523