• DocumentCode
    3461189
  • Title

    A novel algorithm for real-time pose determination and its iterative method

  • Author

    QIN, Lijuan ; Zhu, Feng

  • Author_Institution
    Shenyang Inst. of Autom., Chinese Acad. of Sci., Shenyang
  • fYear
    2006
  • fDate
    20-23 Aug. 2006
  • Firstpage
    26
  • Lastpage
    30
  • Abstract
    We present a new method for determining object pose with respect to the camera by the images of three 3D lines and the geometric constraints of three 3D lines. The object model we use are three non-coplanar lines which intersect at two points. The advantage of this method is its mathematical expression is easy and the expression is easy to solve. As for this method, we introduce a solution method which is based on the geometry and step acceleration method. This solution method avoids the optimization process of complex non-linear equations set so as to assure the real-time characteristic of the system. Especially, we provide a detailed account of the computational aspects and the solution process of this method. At last, the simulation results which demonstrate our method works fast and robust are presented.
  • Keywords
    computer vision; iterative methods; pose estimation; complex nonlinear equations; iterative method; mathematical expression; noncoplanar lines; real-time pose determination; Acceleration; Cameras; Computational modeling; Geometry; Iterative algorithms; Iterative methods; Nonlinear equations; Optimization methods; Real time systems; Robustness; Geometric constraints; Line fetures; Pose; Step acceleration method;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Acquisition, 2006 IEEE International Conference on
  • Conference_Location
    Shandong
  • Print_ISBN
    1-4244-0528-9
  • Electronic_ISBN
    1-4244-0529-7
  • Type

    conf

  • DOI
    10.1109/ICIA.2006.306018
  • Filename
    4097951