Laser & Optoelectronics Progress, Volume. 58, Issue 24, 2412001(2021)

Pointwise Noise Suppression Algorithm Based on Redundancy Strain Information

Wenge Tu*, Zugui Huang, and Yurong Guo
Author Affiliations
  • Key Laboratory of Building Safety and Energy Efficiency, Ministry of Education, College of Civil Engineering, Hunan University, Changsha, Hunan 410082, China
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    Figures & Tables(12)
    Schematic of DIC method
    Flow chart of proposed method
    Schematic diagram of classical PLS algorithm
    Deformation test of computed-simulated speckle images. (a) A reference computed-simulated speckle image;(b) calculation result of the displacement field for homogeneous deformation in the ROI; (c) calculation result of the displacement field for inhomogeneous deformation in the ROI
    Comparison of root-mean-square error of strain fields calculated by three methods. (a) Homogeneous deformation; (b) inhomogeneous deformation
    Calculation results of strain fields of four methods under homogeneous deformation and inhomogeneous deformation. (a)(b) Classical PLS algorithm; (c)(d) proposed method-ewf; (e)(f) proposed method-pdf; (g)(h) RFE algorithm
    Calculation results of strain field of a plate with one hole. (a) Classical PLS algorithm; (b) proposed method-ewf; (c) proposed method-pdf; (d) RFE algorithm
    Comparison of strain mapped on line located in corresponding sub-image. (a) Horizontal strain; (b) shear strain; (c) vertical strain [inset: horizontal strain field, shear strain field, and vertical strain field calculated by proposed method-ewf with strain window size of 9×9(POI), from left to right]
    Results of vertical strain field of reinforced concrete column. (a) Vertical strain field calculated by classical PLS algorithm [strain window size: 15×15(POI)]; (b) vertical strain field calculated by proposed method-ewf [strain window size: 9×9(POI)]; (c) comparison of strain mapped on line located in corresponding sub-image of the two methods [inset: vertical strain field calculated by proposed method-ewf with strain window size of 9×9(POI)]
    • Table 1. Comparison of root-mean-square error of strain fields calculated by the three methods under homogeneous deformation

      View table

      Table 1. Comparison of root-mean-square error of strain fields calculated by the three methods under homogeneous deformation

      Window size /POIClassical PLS algorithm /10-6Proposed method-ewf /10-6Decrease rate /%Proposed method-pdf /10-6Decrease rate /%
      385645646.7360029.91
      539224338.0129125.77
      726818829.8521519.78
      921616324.5418215.74
      1118814821.2816213.83
      1317013719.4114912.35
      1515812818.9914011.39
      1714812118.2413210.81
      1914111419.1512511.35
      2113510820.0011911.85
    • Table 2. Comparison of root-mean-square error of strain fields calculated by the three methods under inhomogeneous deformation

      View table

      Table 2. Comparison of root-mean-square error of strain fields calculated by the three methods under inhomogeneous deformation

      Window size /POIClassical PLS algorithm /10-6Proposed method-ewf /10-6Decrease rate /%Proposed method-pdf /10-6Decrease rate /%
      383450439.5762025.66
      545435621.5938714.76
      737033110.543466.49
      93423274.393332.63
      11330331-0.303290.30
      13326340-4.29330-1.23
      15325353-8.62334-2.77
      17328369-12.50341-3.96
      19332388-16.87350-5.42
      21339410-20.94361-6.49
    • Table 3. Computational speed of three methods unit:point/s

      View table

      Table 3. Computational speed of three methods unit:point/s

      Test nameDeformation typeClassical PLS algorithmProposed method-ewfProposed method-pdf
      Computer-speckle imagesHomogeneous deformation5147.688614.125471.46
      Inhomogeneous deformation7160.3212298.387242.64
      Plate with one hole-7185.9612090.94-
      Reinforced concrete column-6278.0710728.89-
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    Wenge Tu, Zugui Huang, Yurong Guo. Pointwise Noise Suppression Algorithm Based on Redundancy Strain Information[J]. Laser & Optoelectronics Progress, 2021, 58(24): 2412001

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Dec. 9, 2020

    Accepted: Mar. 2, 2021

    Published Online: Nov. 29, 2021

    The Author Email: Wenge Tu (wgtu@hnu.edu.cn)

    DOI:10.3788/LOP202158.2412001

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