Laser & Optoelectronics Progress, Volume. 60, Issue 4, 0415003(2023)

Application of Spot Quality Evaluation in Subgrade Settlement Monitoring and Measurement System

Yongzhi Min* and Tianfang Sun
Author Affiliations
  • School of Automation and Electrical Engineering, Lanzhou Jiaotong University, Lanzhou 730070, Gansu, China
  • show less
    Figures & Tables(14)
    Surface settlement monitoring system of image-based ballastless track
    Principle diagram of a subgrade settlement measurement unit
    Spot quality evaluation model
    Experimental schematic diagram and experimental process. (a) Experimental schematic; (b) experimental procedure
    Laser spot image collection results. (a) Spot image when the target surface is 20 m away from the laser; (b) spot image when the target surface is 25 m away from the laser; (c) spot image when the target surface is 30 m away from the laser; (d) spot image when the target surface is 35 m away from the laser; (e) spot image when the target surface is 40 m away from the laser; (f) spot image when the target surface is 45 m away from the laser; (g) spot image when the target surface is 50 m away from the laser
    Changes of spot quality parameters with positioning errors. (a) Relationship between edge definition and positioning error; (b) relationship between relative brightness and positioning error; (c) relationship between image information entropy and positioning error; (d) relationship between vertical state of light and positioning error
    Reliability experiment process diagram of quality evaluation algorithm
    Process of image quality score change
    On-site installation of subgrade surface settlement monitoring system
    Changing process of image quality score and positioning error
    • Table 1. Random consensus index

      View table

      Table 1. Random consensus index

      m123456
      R000.580.901.121.24
    • Table 2. Experimental results of adding noise to the 4th spot image

      View table

      Table 2. Experimental results of adding noise to the 4th spot image

      Experiment numberISLreH(G)SL(x4n,y4n)(x40,y40)Δ
      E415.35200.89595.10800.9178(476.95,672.66)(477.87,672.82)0.9338
      E425.17790.86735.17560.9171(475.24,672.80)(477.87,672.82)2.6300
      E435.22320.86785.19140.9112(476.01,672.73)(477.87,672.82)1.8621
      E445.25090.89185.16840.9235(476.28,672.35)(477.87,672.82)1.6580
      E455.15380.87175.20810.9090(475.06,672.62)(477.87,672.82)2.8171
      E465.31810.90085.01900.9161(476.50,672.81)(477.87,672.82)1.3700
      E475.14920.85915.23320.9115(475.04,672.72)(477.87,672.82)2.8317
    • Table 3. Conversion rules from 9/9-9/1 scale to 1-9 scale

      View table

      Table 3. Conversion rules from 9/9-9/1 scale to 1-9 scale

      1-9 scale123456789
      9/9-9/1 scale1.0001.1251.2861.5001.8002.2503.0004.5009.000
    • Table 4. Image quality score of light spots

      View table

      Table 4. Image quality score of light spots

      Experiment numberE41E46E44E43E42E45E47
      Positioning error0.93381.37001.65801.86212.63002.81712.8317
      Score0.98210.98380.97250.96500.95830.94910.9442
    Tools

    Get Citation

    Copy Citation Text

    Yongzhi Min, Tianfang Sun. Application of Spot Quality Evaluation in Subgrade Settlement Monitoring and Measurement System[J]. Laser & Optoelectronics Progress, 2023, 60(4): 0415003

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Machine Vision

    Received: Oct. 25, 2021

    Accepted: Dec. 21, 2021

    Published Online: Feb. 14, 2023

    The Author Email: Min Yongzhi (minyongzhi@mail.lzjtu.cn)

    DOI:10.3788/LOP212798

    Topics