• DocumentCode
    3187976
  • Title

    The use of the focus of expansion for automated steering of flexible endoscopes

  • Author

    van der Stap, N. ; Reilink, R. ; Misra, S. ; Broeders, I.A.M.J. ; van der Heijden, F.

  • Author_Institution
    Robot. & Minimally Invasive Surg. Group, Univ. of Twente, Enschede, Netherlands
  • fYear
    2012
  • fDate
    24-27 June 2012
  • Firstpage
    13
  • Lastpage
    18
  • Abstract
    Colon cancer screening remains a time-consuming and expensive clinical process. Automating flexible endoscopy has the potential to increase screening efficiency. In this research the images captured by the camera at the endoscope tip are used to find the heading direction of the endoscope. Comparing the current heading direction to the desired target direction in a computer algorithm is expected to allow automated steering of the endoscope. Heading direction determination is achieved using an estimation of the focus of expansion (FOE) from the optical flow field. The resulting heading direction is compared to results obtained manually by several human observers. From our experiments it becomes clear that the FOE can be used as a reliable estimator for heading direction in human colonoscopy images. Additionally, the automated results have an intraclass correlation of 89% with the manual results, demonstrating that the algorithm works as expected. It is anticipated that the final steering algorithm can be used in a variety of motorized flexible endoscope applications.
  • Keywords
    cancer; endoscopes; image sequences; medical image processing; FOE estimation; clinical process; colon cancer screening; computer algorithm; endoscope heading direction; flexible endoscope steering automation; focus of expansion estimation; heading direction determination; human colonoscopy images; motorized flexible endoscope applications; optical flow field; screening efficiency; Cameras; Colonoscopy; Endoscopes; Estimation; Feature extraction; Humans; Vectors;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Robotics and Biomechatronics (BioRob), 2012 4th IEEE RAS & EMBS International Conference on
  • Conference_Location
    Rome
  • ISSN
    2155-1774
  • Print_ISBN
    978-1-4577-1199-2
  • Type

    conf

  • DOI
    10.1109/BioRob.2012.6290804
  • Filename
    6290804