Chinese Journal of Lasers, Volume. 51, Issue 8, 0804005(2024)

Research on Center Extraction Algorithm of Line Structured Light Based on Unilateral Tracking and Midpoint Prediction

Rongjun Wang1, Mingming Huang1,2, and lidong Ma1,2、*
Author Affiliations
  • 1School of Mechanical Engineering, Taiyuan University of Science and Technology, Taiyuan 030024, Shanxi , China
  • 2Shanxi Provincial Key Laboratory of Intelligent Technology and System for Heavy-Duty Equipment Operations, Taiyuan University of Science and Technology, Taiyuan 030024, Shanxi , China
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    Figures & Tables(18)
    Two kinds of representations of pixel eight-neighborhood. (a) Eight-neighborhood chain code representation; (b) eight-neighborhood coordinate representation
    Schematic of unilateral tracking search
    Schematics of candidate point search. (a) Chain code value of 0; (b) chain code value of 1; (c) chain code value of 2
    Flow chart of unilateral tracking
    Schematic of prediction with least square method
    Flow chart of line structured light center extraction algorithm based on unilateral tracking and midpoint prediction
    Experimental images. (a) Large curvature variation; (b) severe interference
    Local zoom of extraction result by each algorithm for large curvature change in Fig.7(a). (a) Geometric center algorithm; (b) gray gravity algorithm; (c) Steger algorithm; (d) proposed algorithm
    Extraction result by each algorithm for Fig.7(b). (a) Geometric center algorithm; (b) gray gravity algorithm; (c) Steger algorithm; (d) proposed algorithm
    Simulation of laser stripe with added noise
    Local zoom of extraction result by each algorithm. (a)(e) Geometric center algorithm; (b)(f) gray gravity algorithm; (c)(g) Steger algorithm; (d)(h) proposed algorithm
    Extracted result by each algorithm
    Measurement accuracy experiment. (a) 2 mm thick standard gauge block; (b) 5 mm thick standard gauge block; (c) 10 mm thick standard gauge block
    Measurement result and error of each algorithm. (a) Measurement result; (b) measurement error
    Extraction results of proposed algorithm for different kinds of laser stripes. (a) Folded line; (b) arc; (c) diagonal arc tangent; (d) continuous variation curve
    • Table 1. RMSE of extraction result by each algorithm

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      Table 1. RMSE of extraction result by each algorithm

      Extraction algorithmGeometric center algorithmGray gravity algorithmSteger algorithmProposed algorithm
      RMSE /pixel43.035.873.800.66
    • Table 2. Measurement result of each algorithm

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      Table 2. Measurement result of each algorithm

      Theoretical thickness of standard gauge blockActual thickness of standard gauge blockMeasurement result of geometric center algorithmMeasurement result of gray gravity algorithmMeasurement result of Steger algorithmMeasurement result of proposed algorithm
      22±0.000121.801821.813412.177291.94266
      55±0.000124.820874.826565.099434.93455
      1010±0.000129.892749.8989910.148009.90529
    • Table 3. Processing time of each algorithm

      View table

      Table 3. Processing time of each algorithm

      Picture specification /(pixel×pixel)Processing time/s
      Geometric center algorithmGray gravity algorithmSteger algorithmProposed algorithm
      720×5400.0840.0920.1670.013
      1280×10240.1270.1470.3400.033
      1440×10800.1620.1720.3830.038
      1920×12000.1960.2120.5340.057
      2448×20480.3200.3351.0720.112
      4024×30360.6660.7242.5250.230
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    Rongjun Wang, Mingming Huang, lidong Ma. Research on Center Extraction Algorithm of Line Structured Light Based on Unilateral Tracking and Midpoint Prediction[J]. Chinese Journal of Lasers, 2024, 51(8): 0804005

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    Paper Information

    Category: Measurement and metrology

    Received: Aug. 4, 2023

    Accepted: Nov. 3, 2023

    Published Online: Mar. 29, 2024

    The Author Email: Ma lidong (mald@tyust.edu.cn)

    DOI:10.3788/CJL231087

    CSTR:32183.14.CJL231087

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