• DocumentCode
    3136611
  • Title

    A simple algorithm for camera pose estimation

  • Author

    Chen, Peng ; Hu, Guang-Da

  • Author_Institution
    Autom. & Electr. Eng. Sch., Univ. of Sci. & Technol. Beijing, Beijing, China
  • fYear
    2012
  • fDate
    5-8 Aug. 2012
  • Firstpage
    2181
  • Lastpage
    2186
  • Abstract
    In this paper, we present a simple algorithm for calibrated camera pose estimation. The algorithm is based on the object space error, and capable of iteratively determining the pose by solving a group of linear equations from the correspondences of arbitrary n reference points and their image projections. Experimental results show that our algorithm is more likely to converge to correct pose than currently accepted iterative algorithms, and suitable for both centered and uncentered reference points. Furthermore, our algorithm can maintain high estimation accuracy in a short runtime, which makes it more applicable for real time applications.
  • Keywords
    calibration; cameras; estimation theory; iterative methods; pose estimation; calibrated camera pose estimation; estimation accuracy; image projections; iterative algorithms; linear equations; object space error; simple algorithm; uncentered reference points; Accuracy; Cameras; Equations; Estimation; Mathematical model; Noise; Vectors; Monocular vision; PnP; Pose estimation; Robotics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Mechatronics and Automation (ICMA), 2012 International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4673-1275-2
  • Type

    conf

  • DOI
    10.1109/ICMA.2012.6285681
  • Filename
    6285681