Laser & Optoelectronics Progress, Volume. 61, Issue 4, 0411004(2024)

Robust Camera Pose Estimation Method Under Coplanar Reference Points Condition

Jinping Chen and Xiaoliang Wu*
Author Affiliations
  • State Key Laboratory of Precision Measurement Technology and Instruments, School of Precision Instrument and Opto-Electronics Engineering, Tianjin University, Tianjin 300072, China
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    Figures & Tables(7)
    Geometric meanings of the object-space error and image-space error
    Simulation of the number of reference points. (a) Mean value of rotation error; (b) mean value of translation error; (c) median value of rotation error; (d) median value of translation error
    Simulation of noise level. (a) Mean value of rotation error; (b) mean value of translation error; (c) median value of rotation error; (d) median value of translation error
    Localization error distribution experiment results. (a) Localization error using improved SVD orthogonalization method; (b) localization error using improved SVD orthogonalization + WHLM method; (c) difference between Fig. 4(a) and Fig. 4(b)
    Schematic image of real experimental environment
    • Table 1. Simulation log

      View table

      Table 1. Simulation log

      IndexU-V CoordinateCamera CoordinateWorld Coordinate
      1(403,295)(-41.357,-32.283,139.601)(-44.886,-32.571,0)
      2(999,282)(46.447,-25.617,103.503)(50.006,-25.327,0)
      3(407,588)(-40.005,18.543,137.356)(-43.094,18.291,0)
      4(1073,673)(53.557,23.872,98.950)(58.010,24.235,0)
      5(461,581)(-29.815,16.823,133.250)(-32.097,16.637,0)
    • Table 2. Results of real experiment

      View table

      Table 2. Results of real experiment

      Index of experimentRMSE of SVD /mRMSE of SVD+WLHM /m
      10.6930.360
      20.5500.302
      30.4160.149
      40.6030.312
      50.3370.097
      60.5740.306
      70.4270.238
      80.5960.361
      90.4610.225
      100.4330.210
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    Jinping Chen, Xiaoliang Wu. Robust Camera Pose Estimation Method Under Coplanar Reference Points Condition[J]. Laser & Optoelectronics Progress, 2024, 61(4): 0411004

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    Paper Information

    Category: Imaging Systems

    Received: Mar. 24, 2023

    Accepted: Jun. 1, 2023

    Published Online: Feb. 6, 2024

    The Author Email: Wu Xiaoliang (xwu423@tju.edu.cn)

    DOI:10.3788/LOP230945

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