• Laser & Optoelectronics Progress
  • Vol. 57, Issue 18, 181012 (2020)
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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    DOI: 10.3788/LOP57.181012 Cite this Article Set citation alerts
    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 Copy Citation Text show less
    Schematic diagram of subsets before and after deformation
    Fig. 1. Schematic diagram of subsets before and after deformation
    Flow chart of DIC based on feature matching
    Fig. 2. 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
    Fig. 3. 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
    Fig. 4. Main directions of feature points
    Matching principle of IC-GN algorithm
    Fig. 5. Matching principle of IC-GN algorithm
    Simulated speckle patterns. (a) Reference image and ROI; (b) target image
    Fig. 6. 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
    Fig. 7. Experimental results. (a) Sampling data points at grid center; (b) feature points of reference image; (c) feature points of target image
    Feature matching points
    Fig. 8. Feature matching points
    Calculation results under different displacements. (a) Computation time; (b) comparison of displacement
    Fig. 9. Calculation results under different displacements. (a) Computation time; (b) comparison of displacement
    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 1. Calculation results of data points
    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
    Table 2. Comparison of measured displacement and error
    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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