• DocumentCode
    727047
  • Title

    Design of a computer-aided visual system for Total Hip Replacement surgery

  • Author

    Shaojie Su ; Jiyang Gao ; Hong Chen ; Zhihua Wang

  • Author_Institution
    Tsinghua Nat. Lab. for Inf. Sci. & Technol., Tsinghua Univ., Beijing, China
  • fYear
    2015
  • fDate
    24-27 May 2015
  • Firstpage
    786
  • Lastpage
    789
  • Abstract
    To improve the accuracy of implant placement in Total Hip Replacement (THR) surgeries, this paper proposes a computer-aided visual system for THR which is composed of a customized acetabular cup, a multi-sensor femoral head trial and a computer for data processing and display. The customized trial is of the same size as the real prosthesis. An image sensor, a gyroscope and an e-compass (including an accelerometer and a magnetometer) are adopted in the femoral head trial. Reference patterns are designed and printed on the internal surface of the cup, whose images are taken by the image sensor for estimation of relative pose and position between the femoral head trial and the acetabulum cup. Two methods of pose estimation are adopted in this system: one based on images and the other based on motion data from gyroscope and e-compass. The efficient perspective-n-point (EPNP) algorithm is used in the image-based pose estimation and achieves a rotation relative error of less than 8% and a translation relative error of less than 10%. The complementary algorithm is adopted in the motion-based pose estimation to smooth the results. Experimental results verified the proposed system.
  • Keywords
    gyroscopes; image motion analysis; image sensors; medical image processing; pose estimation; surgery; EPNP algorithm; THR surgery; computer-aided visual system design; customized acetabular cup; data processing; e-compass; efficient perspective-n-point algorithm; gyroscope; image sensor; image-based pose estimation; motion data; motion-based pose estimation; multisensor femoral head trial; position estimation; prosthesis; reference patterns; rotation relative error; total hip replacement surgery; Cameras; Computers; Estimation; Gyroscopes; Head; Hip; Surgery; Perspective-N-Point (PNP); Total Hip Replacement (THR); complementary filter; pose estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems (ISCAS), 2015 IEEE International Symposium on
  • Conference_Location
    Lisbon
  • Type

    conf

  • DOI
    10.1109/ISCAS.2015.7168751
  • Filename
    7168751