• Laser & Optoelectronics Progress
  • Vol. 59, Issue 18, 1815019 (2022)
Chenyang Liu**, Longjiang Zheng, and Peiguo Hou*
Author Affiliations
  • School of Electrical Engineering, Yanshan University, Qinghuangdao066000, Hebei , China
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    DOI: 10.3788/LOP202259.1815019 Cite this Article Set citation alerts
    Chenyang Liu, Longjiang Zheng, Peiguo Hou. A Fast Weighted Iterative Pose Estimation Method[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1815019 Copy Citation Text show less
    PnP pose estimation model
    Fig. 1. PnP pose estimation model
    Relationship between object and image residuals
    Fig. 2. Relationship between object and image residuals
    Rotation error with points number. (a) Mean rotation error; (b) median rotation rrror
    Fig. 3. Rotation error with points number. (a) Mean rotation error; (b) median rotation rrror
    Translation error with points number. (a) Mean translation error; (b) median translation error
    Fig. 4. Translation error with points number. (a) Mean translation error; (b) median translation error
    Influence of noise change on accuracy. (a) Noise with rotation; (b) noise with translation
    Fig. 5. Influence of noise change on accuracy. (a) Noise with rotation; (b) noise with translation
    Algorithm time chart
    Fig. 6. Algorithm time chart
    Relationship among reprojection errors of image plane algorithms
    Fig. 7. Relationship among reprojection errors of image plane algorithms
    ParameterCalibration value
    Focal lengthfx=2911.932205fy=2980.020889
    Distortion parameterk1=-0.019022260k2=0.045321399
    Principal pointu0=1807.8293v0=1552.9241
    Table 1. Camera parameter calibration results
    12345678910
    WSPnP11.8214.4512.389.527.847.127.436.985.497.33
    EPnP27.2825.7020.3118.2718.3816.5611.6113.2414.4113.49
    EPnP+GN19.9017.1922.1213.2113.6010.4713.6512.7914.6312.26
    LHM30.4925.2726.6822.9318.4720.1814.9618.8818.3516.27
    Table 2. Errors between measurement points and reference points
    AlgorithmPointComputing time /s
    WSPnP100.05952
    EPnP100.04376
    EPnP+GN100.06576
    LHM100.07948
    Table 3. Experimental results comparison
    Chenyang Liu, Longjiang Zheng, Peiguo Hou. A Fast Weighted Iterative Pose Estimation Method[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1815019
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