Laser & Optoelectronics Progress, Volume. 57, Issue 18, 181012(2020)

Initial Value Estimation of Digital Image Correlation Method in Deformation Measurement Based on Feature Matching

Tiantian Zhu, Zhongnan Fu, Mei Zhang, Pei Ye, and Guihua Li*
Author Affiliations
  • College of Electrical Engineering and Automation, Anhui University, Hefei, Anhui 230601, China
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    Figures & Tables(11)
    Schematic diagram of subsets before and after deformation
    Flow chart of DIC based on feature matching
    Blurring effects of Gaussian blurring and nonlinear blurring at different evolutionary times at different evolutionary time. (a) ti=5.12 s; (b) ti=20.48 s; (c) ti=81.92 s; (d) ti=130.04 s; (e) ti=206.42 s
    Main directions of feature points
    Matching principle of IC-GN algorithm
    Simulated speckle patterns. (a) Reference image and ROI; (b) target image
    Experimental results. (a) Sampling data points at grid center; (b) feature points of reference image; (c) feature points of target image
    Feature matching points
    Calculation results under different displacements. (a) Computation time; (b) comparison of displacement
    • Table 1. Calculation results of data points

      View table

      Table 1. Calculation results of data points

      Data pointTraditional IC-GN algorithmProposed algorithm
      Number ofiterationsMatchingtime /sCZNSSDNumber ofiterationsMatchingtime /sCZNSSD
      (103,128)76.0820.002721.7820.0025
      (183,203)87.1700.004521.7530.0026
      (148,143)76.0970.003021.7460.0030
      (203,208)86.6840.002621.6340.0026
      (73,208)65.2090.002111.0110.0021
    • Table 2. Comparison of measured displacement and error

      View table

      Table 2. Comparison of measured displacement and error

      AlgorithmTraditional IC-GN algorithmProposed algorithm
      Theoretical displacement /pixel0.20.2
      Measured displacement /pixel0.19980.2001
      Absolute error /pixel-0.00020.0001
      Relative error /%1.00.5
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    Tiantian Zhu, Zhongnan Fu, Mei Zhang, Pei Ye, Guihua Li. Initial Value Estimation of Digital Image Correlation Method in Deformation Measurement Based on Feature Matching[J]. Laser & Optoelectronics Progress, 2020, 57(18): 181012

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    Paper Information

    Category: Image Processing

    Received: Jan. 10, 2020

    Accepted: Feb. 14, 2020

    Published Online: Sep. 2, 2020

    The Author Email: Li Guihua (guihuali1@163.com)

    DOI:10.3788/LOP57.181012

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