• DocumentCode
    2547938
  • Title

    Three-dimensional pose reconstruction of flexible instruments from endoscopic images

  • Author

    Reilink, Rob ; Stramigioli, Stefano ; Misra, Sarthak

  • Author_Institution
    MIRA - Inst. for Biomed. Technol. & Tech. Med., Univ. of Twente, Enschede, Netherlands
  • fYear
    2011
  • fDate
    25-30 Sept. 2011
  • Firstpage
    2076
  • Lastpage
    2082
  • Abstract
    A position and orientation sensing system is developed for the feedback control of endoscopic instruments in advanced flexible endoscopes. The images that are taken by the endoscopic camera are used to match a kinematic model to the observed instrument. Using the pseudo-inverse of the Jacobian of the forward kinematics, the estimated state of the model is continuously updated so as to match feature points from the images to the model. An experiment was performed inside a colon model, in which reference markers with known locations were touched with the instrument. The root mean square position estimation errors were 1.7 mm, 1.2 mm and 3.6 mm in the horizontal (x), vertical (y), and away-from-camera (z) directions, respectively.
  • Keywords
    endoscopes; feedback; medical control systems; medical image processing; position control; 3D pose reconstruction; Jacobian pseudo-inverse; colon model; endoscopic camera; endoscopic images; feedback control; flexible instruments; kinematic model; orientation sensing system; position sensing system; root mean square position estimation errors; size 1.2 mm; size 1.7 mm; size 3.6 mm; Cameras; Endoscopes; Feature extraction; Image edge detection; Instruments; Joints; Kinematics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Robots and Systems (IROS), 2011 IEEE/RSJ International Conference on
  • Conference_Location
    San Francisco, CA
  • ISSN
    2153-0858
  • Print_ISBN
    978-1-61284-454-1
  • Type

    conf

  • DOI
    10.1109/IROS.2011.6094776
  • Filename
    6094776