Acta Photonica Sinica, Volume. 52, Issue 2, 0211006(2023)

Monocular Vision Pose Solving Algorithm Based on Feature Circle Target

Jiang DING1... Chaocheng SONG1,2, Cui MA2, Kai HE2 and Qiyang ZUO2,* |Show fewer author(s)
Author Affiliations
  • 1College of Mechanical Engineering,Guangxi University,Nanning 530004,China
  • 2Shenzhen Institute of Advanced Technology,Chinese Academy of Sciences,Shenzhen 518055,China
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    Figures & Tables(12)
    Characteristic circular target
    Camera imaging principle
    perspective projection principle
    Schematic projection of a circular target
    Variation of a1 and a2 lengths under perspective distortion
    The variation of absolute error accuracy of ellipse method
    Absolute error variation of different algorithms(r=15 mm)
    Experimental platform of spatial plane pose measurement
    Imaging region of camera at different object distances
    Experiments of absolute error based on different algorithms(r=15 mm)
    • Table 1. Main equipment

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      Table 1. Main equipment

      Equipment nameModelPrecision parameterQuantity
      Industrial robotABB IRB1200-7/0.7Repositioning accuracy 0.02 mm1
      Industry camera

      HIKVISION MV-CE200-10GM 20

      million pixels static black-and-white camera

      Resolution 5 472 × 3 648 ;

      Pixel dimension 2.4 µm × 2.4 µm

      1
      LensHIKVISION MVL-KF2528M-12MP(neutral medium)

      Fixed focus 25 mm;manual operture;

      12 million pixels;FA lens;field of view

      (D-H-V): 37.6°-30.4°-23°

      1
      Adjustable ring light sourceJL-FLA-AR1206048 V/624 W1
      Lighting controllerJL-APR241
      Calibration board7×750 mm×50 mm;±0.001 mm1
    • Table 2. Results of three algorithms(r=15 mm)

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      Table 2. Results of three algorithms(r=15 mm)

      Object distance/mmd/rAlgorithmMaximum error/(°)Minimum error/(°)Mean value(0°~85°)/(°)

      Quadratic mean

      deviation(0°~85°)/(°)

      Precision/(°)
      138.89.25Algorithm12.182 30.008 40.3500.4541
      Our algorithm0.491 80.002 10.0870.1080.1
      Algorithm22.433 00.001 30.2520.4621
      175.011.67Algorithm11.294 40.006 70.2310.3121
      Our algorithm0.752 20.000 20.0860.1440.1
      Algorithm22.738 10.002 00.2160.4261
      266.217.75Algorithm11.252 60.002 80.1500.2871
      Our algorithm1.118 80.000 20.0820.1960.1
      Algorithm23.724 60.001 00.4060.7961
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    Jiang DING, Chaocheng SONG, Cui MA, Kai HE, Qiyang ZUO. Monocular Vision Pose Solving Algorithm Based on Feature Circle Target[J]. Acta Photonica Sinica, 2023, 52(2): 0211006

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    Paper Information

    Category:

    Received: Jul. 23, 2022

    Accepted: Sep. 23, 2022

    Published Online: Mar. 28, 2023

    The Author Email: ZUO Qiyang (qy.zuo@siat.ac.cn)

    DOI:10.3788/gzxb20235202.0211006

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