• Infrared and Laser Engineering
  • Vol. 50, Issue 4, 20200280 (2021)
Guiyang Zhang1, Ju Huo2, Ming Yang1, Xing Zhou3, Liang Wei2, and Muyao Xue4
Author Affiliations
  • 1School of Astronautics, Harbin Institute of Technology, Harbin 150001, China
  • 2School of Electrical Engineering and Automation, Harbin Institute of Technology, Harbin 150001, China
  • 3Department of CT Physics and Reconstruction, Neusoft Medical Co., Ltd, Guangzhou 510000, China
  • 4Space Propulsion Technology Research Institute, Shanghai Academy of Spaceflight Technology, Shanghai 201109, China
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    DOI: 10.3788/IRLA20200280 Cite this Article
    Guiyang Zhang, Ju Huo, Ming Yang, Xing Zhou, Liang Wei, Muyao Xue. Binocular camera calibration based on dual update strategy weighted differential evolution particle swarm optimization[J]. Infrared and Laser Engineering, 2021, 50(4): 20200280 Copy Citation Text show less
    Pinhole imaging model of camera
    Fig. 1. Pinhole imaging model of camera
    Camera calibration model for space target measurement
    Fig. 2. Camera calibration model for space target measurement
    Flow chart of camera parameter calibration based on WDEPSO algorithm
    Fig. 3. Flow chart of camera parameter calibration based on WDEPSO algorithm
    Spatial distribution of synthetic data points
    Fig. 4. Spatial distribution of synthetic data points
    Reconstruction error of spatial points. (a) By traditional method; (b) By the proposed method
    Fig. 5. Reconstruction error of spatial points. (a) By traditional method; (b) By the proposed method
    Distribution of reprojection error. (a) In direction; (b) In direction重投影误差分布。(a) 方向;(b) 方向
    Fig. 6. Distribution of reprojection error. (a) In direction; (b) In direction 重投影误差分布。(a) 方向;(b) 方向
    Planar calibration plate. (a) Spatial size; (b) Extraction and coding of circular mark points
    Fig. 7. Planar calibration plate. (a) Spatial size; (b) Extraction and coding of circular mark points
    Calibration board posture distribution and image acquisition
    Fig. 8. Calibration board posture distribution and image acquisition
    Staff gagues
    Fig. 9. Staff gagues
    Structure of vision measurement system
    Fig. 10. Structure of vision measurement system
    Reconstruction of space target attitude angle. (a) Roll angle; (b) Pitch angle; (c) Yaw angle
    Fig. 11. Reconstruction of space target attitude angle. (a) Roll angle; (b) Pitch angle; (c) Yaw angle
    The relationship between attitude angle measurement error and angle amplitude
    Fig. 12. The relationship between attitude angle measurement error and angle amplitude
    ParametersZhang Zhengyou methodWDEPSO method
    $\alpha $3060.453062.90
    ${\mu _0}$845.42845.38
    $\gamma $0.00000.0000
    $\beta $3060.613062.88
    ${v_0}$900.43900.14
    ${k_1}$−0.1749−0.2170
    ${k_2}$0.17450.3574
    ${\rho _1}$0.0000−0.0011
    ${\rho _2}$0.00000.0006
    ObjFnc879.26837.81
    Table 1. [in Chinese]
    ObjectMeasuring distanceStandard lengthAbsolute error
    Zhang Zhengyou methodProposed methodZhang Zhengyou methodProposed method
    Standard gague1002.0471001.2051001.5950.4520.390
    Table 2. [in Chinese]
    Guiyang Zhang, Ju Huo, Ming Yang, Xing Zhou, Liang Wei, Muyao Xue. Binocular camera calibration based on dual update strategy weighted differential evolution particle swarm optimization[J]. Infrared and Laser Engineering, 2021, 50(4): 20200280
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