Laser & Optoelectronics Progress, Volume. 56, Issue 1, 011503(2019)

Camera Pose Estimation with Uncertain Reference Point Based on Orthogonal Iterative

Liyuan Li1, Wentao Li1, Haiyan Xu1, Zhuo Zhang1, Yingjuan Xie1, and Xuewu Zhang1,2、*
Author Affiliations
  • 1 College of Internet of Things Engineering, Hohai University, Changzhou, Jiangsu 213022, China
  • 2 Collaborative Innovation Center of World Water Valley and Water World Ecological Civilization, Nanjing, Jiangsu 211100, China
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    Figures & Tables(9)
    Geometric meaning of object residuals and image residuals in camera pose estimation
    (a) Rotation matrix error and (b) translation vector error with different numbers of reference points
    Calculation time of different algorithms with different number of reference points
    (a) Rotation matrix error and (b) translation vector error of different distance between space reference point center and camera
    (a) Rotation matrix error and (b) translation vector error of different distance between space reference point center and camera optical axis
    Real image experiment device structure
    Result of re-projection in image points
    • Table 1. Difference between re-projection result of spatial reference point on image plane and real image point

      View table

      Table 1. Difference between re-projection result of spatial reference point on image plane and real image point

      Spatialreference pointLHMLHM+W-OIWLHM+Spatialreference pointLHMLHM+W-OIWLHM+
      10.0400.0380.0260.02170.0350.0360.0220.024
      20.0310.0390.0220.02280.0360.0360.0250.027
      30.0300.0350.0260.02990.0370.0390.0200.024
      40.0320.0370.0300.026100.0340.0330.0210.022
      50.0300.0290.0280.028110.0360.0360.0260.026
      60.0390.0380.0230.025120.0390.0380.0280.029
    • Table 2. Results of real image experiment

      View table

      Table 2. Results of real image experiment

      AlgorithmNumber ofiterationsCalculatingtime /msRe-projectionobject-space error /mmRe-projectionimage-space error /mm
      LHM197.20.140.035
      LHM+102.50.140.035
      W-OI1611.40.120.024
      WLHM+102.80.100.025
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    Liyuan Li, Wentao Li, Haiyan Xu, Zhuo Zhang, Yingjuan Xie, Xuewu Zhang. Camera Pose Estimation with Uncertain Reference Point Based on Orthogonal Iterative[J]. Laser & Optoelectronics Progress, 2019, 56(1): 011503

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    Paper Information

    Category: Machine Vision

    Received: Jun. 13, 2018

    Accepted: Jul. 18, 2018

    Published Online: Aug. 1, 2019

    The Author Email: Zhang Xuewu (lab_112@126.com)

    DOI:10.3788/LOP56.011503

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