Acta Optica Sinica, Volume. 37, Issue 9, 0915004(2017)

Multiple Circle Recognition and Pose Estimation for Aerospace Applications

Bin Wu, Dong Ye*, Yubo Guo, and Gang Chen
Author Affiliations
  • School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin, Heilongjiang 150001, China
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    Figures & Tables(13)
    Fake ellipses generated by shadows (red dotted line), ellipses generated by projection of SOR (red solid line), and other ellipses (green solid line)
    Coordinate systems and their transformation
    Vertical constraint
    (a) Four space circles of SOR; (b) imaging of the space circle; (c) image with four random ellipses as well as 8% salt and pepper noise
    Examples of simulation (blue) and classification results (red) for synthetic images
    Pose estimation error as a function of distance. (a) Error of angle; (b) error of translation
    (a) Experimental system; (b) satellite mockup
    Real images and classification results
    Pose estimation error as a function of distance. (a) Error of angle; (b) error of translation
    Estimation errors of pose angles. (a) Pitch angle; (b) yaw angle
    • Table 1. Precision of classification

      View table

      Table 1. Precision of classification

      mPrecision
      σ=0σ=4%σ=8%σ=12%σ=16%
      41.0001.0001.0001.0001.000
      61.0001.0001.0000.9930.987
      81.0001.0000.9880.9840.979
      121.0001.0000.9860.9830.975
    • Table 2. Pose estimation results for synthetic images

      View table

      Table 2. Pose estimation results for synthetic images

      Pose parameterRealEstimatedError
      Tx /mm120119.2140.786
      Ty /mm-120-121.3421.342
      Tz /mm50004997.4762.524
      n[-0.0125 -0.2737 0.9617][-0.0114 -0.2732 0.9626][-0.0011 -0.0005 -0.0009]
      Φ /(°)74.09874.142-0.044
      θ /(°)87.38587.611-0.226
    • Table 3. Pose estimation results for real images

      View table

      Table 3. Pose estimation results for real images

      Pose parameterRealEstimatedError
      Tx /mm687.526686.3461.180
      Ty /mm-33.988-35.7151.727
      Tz /mm1080.4401077.5702.870
      n[-0.9837 0.0439 -0.1743][-0.9659 0.0421 -0.1733][-0.0178 0.0018 -0.0010]
      Φ /(°)-10.038-10.1620.124
      θ /(°)-2.555-2.496-0.059
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    Bin Wu, Dong Ye, Yubo Guo, Gang Chen. Multiple Circle Recognition and Pose Estimation for Aerospace Applications[J]. Acta Optica Sinica, 2017, 37(9): 0915004

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    Paper Information

    Category: Machine Vision

    Received: Dec. 21, 2016

    Accepted: --

    Published Online: Sep. 7, 2018

    The Author Email: Ye Dong (yedong@hit.edu.cn)

    DOI:10.3788/AOS201737.0915004

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