• Laser & Optoelectronics Progress
  • Vol. 60, Issue 1, 0112002 (2023)
Qian Zhang1、2, Kun Zhang1、2, Meiqiang Zhu1、2、*, Haigang Li1、2, and Jun Wang1、2
Author Affiliations
  • 1School of Information and Control Engineering, China University of Mining and Technology, Xuzhou 221116, Jiangsu , China
  • 2Engineering Research Center of Intelligent Control for Underground Space, Ministry of Education, China University of Mining and Technology, Xuzhou 221116, Jiangsu , China
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    DOI: 10.3788/LOP212782 Cite this Article Set citation alerts
    Qian Zhang, Kun Zhang, Meiqiang Zhu, Haigang Li, Jun Wang. Fast Extraction of Structure Light Strip Center Under Motion Blur[J]. Laser & Optoelectronics Progress, 2023, 60(1): 0112002 Copy Citation Text show less
    Structure of coal flow scanning system. (a) Scanning scene; (b) light stripe image
    Fig. 1. Structure of coal flow scanning system. (a) Scanning scene; (b) light stripe image
    Light stripe images collected by the experimental platform
    Fig. 2. Light stripe images collected by the experimental platform
    Light stripe image obtained by acquisition. (a) Imaging of point E on the surface of static object; (b) imaging between points D and E on the surface of moving objects; (c) imaging between points C and E on the surface of moving objects
    Fig. 3. Light stripe image obtained by acquisition. (a) Imaging of point E on the surface of static object; (b) imaging between points D and E on the surface of moving objects; (c) imaging between points C and E on the surface of moving objects
    Light stripe imaging model. (a) There is no height difference in the movement direction; (b) there is a height difference in the movement direction
    Fig. 4. Light stripe imaging model. (a) There is no height difference in the movement direction; (b) there is a height difference in the movement direction
    Gray distribution of light stripe cross section pixel. (a) Flat-top Gaussian distribution; (b) multi-beam Gaussian superposition distribution
    Fig. 5. Gray distribution of light stripe cross section pixel. (a) Flat-top Gaussian distribution; (b) multi-beam Gaussian superposition distribution
    Flow chart of the fast extraction algorithm for the center of the light strip
    Fig. 6. Flow chart of the fast extraction algorithm for the center of the light strip
    Flow chart of the fast positioning algorithm in the light strip area
    Fig. 7. Flow chart of the fast positioning algorithm in the light strip area
    Strategies for locating light strip area . (a) Full-map localization strategy; (b) regional growth strategy
    Fig. 8. Strategies for locating light strip area . (a) Full-map localization strategy; (b) regional growth strategy
    Segmentation results of different threshold methods. (a) Extreme value method; (b) Otsu method; (c) P-tile threshold method
    Fig. 9. Segmentation results of different threshold methods. (a) Extreme value method; (b) Otsu method; (c) P-tile threshold method
    Extraction results of different algorithms. (a) Extraction results of Fig. 3 (a) by the gray-scale centroid algorithm; (b) extraction results of Fig. 3 (c) by the gray-scale centroid algorithm; (c) extraction results of Fig.3 (c) by the Steger algorithm; (d) extraction result of Fig. 3 (c) by our algorithm
    Fig. 10. Extraction results of different algorithms. (a) Extraction results of Fig. 3 (a) by the gray-scale centroid algorithm; (b) extraction results of Fig. 3 (c) by the gray-scale centroid algorithm; (c) extraction results of Fig.3 (c) by the Steger algorithm; (d) extraction result of Fig. 3 (c) by our algorithm
    Simulation diagrams of different distribution models. (a) Gaussian-like distribution; (b) flat-topped Gaussian distribution; (c) multi-beam Gaussian superposition distribution
    Fig. 11. Simulation diagrams of different distribution models. (a) Gaussian-like distribution; (b) flat-topped Gaussian distribution; (c) multi-beam Gaussian superposition distribution
    Extraction results of linear structured light center on coal flow surface
    Fig. 12. Extraction results of linear structured light center on coal flow surface
    Partial enlarged view. (a) Light strip center extraction on the belt; (b) light strip center extraction on the coal stream
    Fig. 13. Partial enlarged view. (a) Light strip center extraction on the belt; (b) light strip center extraction on the coal stream
    No.Barycenter algorithmSteger algorithmOurs
    RMSE /pixelTime /msRMSE /pixelTime /msRMSE /pixelTime /ms
    131.73431.0395.15656.3820.31930.545
    24.03681.0821.47876.2830.33350.632
    32.87431.1220.85666.7270.16760.594
    45.53741.1761.87537.0540.35030.615
    510.86670.9853.24676.5630.33850.583
    Table 1. Extract results of different algorithms
    AlgorithmGaussian-like modelFlattened GaussianMulti-beam Gaussian
    Barycenter algorithm9.22516.18139.781
    Steger algorithm2.4962.4998.281
    Ours0.0410.0290.221
    Table 2. Extract results of different algorithms
    Qian Zhang, Kun Zhang, Meiqiang Zhu, Haigang Li, Jun Wang. Fast Extraction of Structure Light Strip Center Under Motion Blur[J]. Laser & Optoelectronics Progress, 2023, 60(1): 0112002
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