Laser & Optoelectronics Progress, Volume. 57, Issue 2, 21506(2020)

Improved Climbing Algorithm for Digital Image Correlation Displacement Measurements

Ye Pei, Zhang Mei, Ma Wanlong, Zhu Tiantian, and Li Guihua*
Author Affiliations
  • School of Electrical Engineering and Automation, Anhui University, Hefei, Anhui 230601, China
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    Figures & Tables(11)
    Basic principle diagram of DIC
    Diagram of climbing method
    Diagram of eight adjacent points
    Flow chart of improved climbing method
    Serial displacement images. (a) Reference map; (b) 1--50 pixel displacement
    Research results of traditional climbing method
    Research results of improved climbing method
    Influence of step-size change coefficient S on search time. (a) Displacement is 25 pixel; (b) subarea size is 51 pixel×51 pixel
    Influence of measured displacement on search time. (a) Sub area size is 51 pixel×51 pixel; (b) S=9
    • Table 1. Comparison of experimental results between improved climbing method and traditional climbing method

      View table

      Table 1. Comparison of experimental results between improved climbing method and traditional climbing method

      Displacement /pixelSearch accuracy (correlation coefficient)Search time /s
      Improvedclimbing algorithmTraditionalclimbing algorithmImprovedclimbing algorithmTraditional climbingalgorithm
      10.99330.99560.041290.162766
      20.99850.99830.041220.218557
      30.99820.99840.041880.259821
      40.99710.99830.046540.331936
      50.99630.99850.035810.404434
      100.99640.35200.07710.134824
      200.99750.21950.089630.012802
      250.99560.99810.097850.614014
      300.99720.99820.1220.53071
      350.99720.99840.14950.655383
      400.99970.35190.117330.057715
      45500.9940.99840.99790.35190.16260.168370.3754750.192130
    • Table 2. Measurement results of improved climbing method for displacement of 90--100 pixel

      View table

      Table 2. Measurement results of improved climbing method for displacement of 90--100 pixel

      Displacement /pixelSearchtime /sSearch accuracy(correlation coefficient)
      900.327030.998
      910.26270.998
      920.221090.9981
      930.226530.998
      940.097520.9981
      950.110880.9978
      960.351470.9992
      970.219970.9977
      980.336070.998
      990.141720.998
      1000.141020.9981
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    Ye Pei, Zhang Mei, Ma Wanlong, Zhu Tiantian, Li Guihua. Improved Climbing Algorithm for Digital Image Correlation Displacement Measurements[J]. Laser & Optoelectronics Progress, 2020, 57(2): 21506

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    Paper Information

    Category: Machine Vision

    Received: Jun. 3, 2019

    Accepted: --

    Published Online: Jan. 3, 2020

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

    DOI:10.3788/LOP57.021506

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