• Laser & Optoelectronics Progress
  • Vol. 57, Issue 4, 041514 (2020)
Chengyi Xu1、2, Ying Liu1、*, Yi Xiao2, and Jian Cao2
Author Affiliations
  • 1College of Electronic and Mechanical Engineering, Nanjing Forestry University, Nanjing, Jiangsu 210037, China
  • 2College of Mechanical Engineering, Nantong Vocational University, Nantong, Jiangsu 226007, China
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    DOI: 10.3788/LOP57.041514 Cite this Article Set citation alerts
    Chengyi Xu, Ying Liu, Yi Xiao, Jian Cao. Optimization Method for Camera Intrinsic Parameters Based on Improved Particle Swarm Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041514 Copy Citation Text show less
    Monocular camera model
    Fig. 1. Monocular camera model
    Reprojection error of Zhang Zhengyou calibration method
    Fig. 2. Reprojection error of Zhang Zhengyou calibration method
    Reprojection error of PSO method
    Fig. 3. Reprojection error of PSO method
    Reprojection error of IPSO method
    Fig. 4. Reprojection error of IPSO method
    Mean reprojection errors of repeatable experiments
    Fig. 5. Mean reprojection errors of repeatable experiments
    MethodZhangPSOIPSO
    fx297.45560297.65350298.14325
    fy297.32785297.61227298.13513
    u0252.65332253.01923251.35418
    v0210.35674210.74318211.23546
    l10.132600.123720.12540
    l2-0.43980-0.42615-0.42913
    p1-0.00556-0.00672
    p2--0.006870.00543
    Table 1. Calibration results of camera intrinsic parameters
    ExperimentalgroupAmountof imagesZhang methodPSO methodIPSO method
    Meanvalue /pixelStandarddeviation /pixelMeanvalue /pixelStandarddeviation /pixelMeanvalue /pixelStandarddeviation /pixel
    1100.2453230.2145360.2231670.1677360.0842330.054263
    2250.2531780.2875520.2365860.1899210.1123580.082621
    3400.2884360.3142530.2633520.2543730.1213260.153323
    4550.2988320.3021770.2681210.2477360.1355370.151852
    5700.2766390.2989270.2308550.2066250.1052330.127735
    6850.2566320.2799820.2279630.1867290.0983120.063298
    71000.2543860.2656740.2216580.1756730.0979450.043652
    Table 2. Reprojection error of repeatable experiments
    Chengyi Xu, Ying Liu, Yi Xiao, Jian Cao. Optimization Method for Camera Intrinsic Parameters Based on Improved Particle Swarm Algorithm[J]. Laser & Optoelectronics Progress, 2020, 57(4): 041514
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