Acta Optica Sinica, Volume. 41, Issue 15, 1512002(2021)

Effect of Gaussian Prefiltering on Digital Volume Correlation Measurement

Xiang Zou1, Bing Pan1、*, Yanjun Wang2, Chen Liu2, and Wei Xu3
Author Affiliations
  • 1Institute of Solid Mechanics, Beihang University, Beijing 100191, China
  • 2Institute of Chemical Materials, China Academy of Engineering Physics, Mianyang, Sichuan 621999, China
  • 3School of Architecture, Kunming University of Science and Technology, Kunming, Yunnan 650500, China
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    Figures & Tables(10)
    Standard deviation prediction of the volume image noise. (a) Simulated 3D speckle image and its gray scale histogram; (b) noise prediction value and its error
    Prediction of the CT volume image noise. (a) Experimental equipment; (b) standard deviation of the volume image noise before and after filtering; (c) physical image of the specimen and its CT slice image
    Noise analysis of the image before filtering. (a) MBE; (b) SD; (c) RMSE; (d) ZNCC
    Effect of Gaussian filtering on 3 methods. (a) MBE; (b) SD; (c) RMSE; (d) ZNCC
    Analysis of the influence of noise after filtering. (a) MBE; (b) SD; (c) RMSE; (d) ZNCC
    Displacement u and ZNCC coefficient of the rescan experiment. (a) Method 1; (b) method 3
    Uniaxial compression experiment of the polymer material. (a) VOI; (b) gray level distribution histogram of the VOI
    Results of polymer compression experiments. (a) Displacement u; (b) displacement v; (c) displacement w; (d) ZNCC cofficient
    • Table 1. Results of method 1 rescanning experimentunit: voxel

      View table

      Table 1. Results of method 1 rescanning experimentunit: voxel

      DisplacementMBESDRMSE
      Without filterGaussian filterWithout filterGaussian filterWithout filterGaussian filter
      u-0.1188-0.03390.13300.01390.17830.0367
      v0.14930.03930.11530.01410.18860.0417
      w0.14890.04930.04510.00710.15560.0498
    • Table 2. Results of method 3 rescanning experimentunit: voxel

      View table

      Table 2. Results of method 3 rescanning experimentunit: voxel

      DisplacementMBESDRMSE
      Without filterGaussian filterWithout filterGaussian filterWithout filterGaussian filter
      u-0.0299-0.03330.01290.01350.03260.0359
      v0.03290.03840.01380.01370.03570.0408
      w0.04450.04880.00750.00700.04510.0493
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    Xiang Zou, Bing Pan, Yanjun Wang, Chen Liu, Wei Xu. Effect of Gaussian Prefiltering on Digital Volume Correlation Measurement[J]. Acta Optica Sinica, 2021, 41(15): 1512002

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    Paper Information

    Category: Instrumentation, Measurement and Metrology

    Received: Jan. 25, 2021

    Accepted: Mar. 9, 2021

    Published Online: Aug. 11, 2021

    The Author Email: Pan Bing (panb@buaa.edu.cn)

    DOI:10.3788/AOS202141.1512002

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