Spectroscopy and Spectral Analysis, Volume. 41, Issue 9, 2723(2021)

THz Spectroscopy Detection of Insect Foreign Body Hidden in Tea Products

Xu-dong SUN* and Jun-bin LIU
Author Affiliations
  • School of Mechatronics and Vehicle Engineering, East China Jiaotong University, Nanchang 330013, China
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    Figures & Tables(6)
    Foreign bodies sample(a): Cricket; (b): Worm
    THz time-domain spectroscopy transmission experimental setup
    THz spectral absorption coefficient (a) and dielectric loss (b) of tea and foreign matters
    Analysis of response of spectroscopy to insect foreign bodies hidden in tea, absorption coefficient (a) and dielectric loss (b)
    Principal component analysis scores plot of black tea and foreign body samples(a) : Absorption coefficient; (b): Dielectric loss
    • Table 1. Tea and foreign bodies classification model results

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      Table 1. Tea and foreign bodies classification model results

      Classification
      method
      kernel
      function
      Absorption coefficientDielectric loss
      Accuracy in the
      calibration set
      Accuracy in the
      prediction set
      Accuracy in the
      calibration set
      Accuracy in the
      prediction set
      SVMRBF kernel86.37%65.78%44.17%47.37%
      Linear kernel87.04%68.42%58.14%63.16%
      LDAQuadratic88.37%73.68%83.72%71.05%
      Linear76.74%63.16%72.09%68.42%
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    Xu-dong SUN, Jun-bin LIU. THz Spectroscopy Detection of Insect Foreign Body Hidden in Tea Products[J]. Spectroscopy and Spectral Analysis, 2021, 41(9): 2723

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    Paper Information

    Category: Research Articles

    Received: Jul. 18, 2020

    Accepted: --

    Published Online: Oct. 29, 2021

    The Author Email: Xu-dong SUN (sunxudong_18@163.com)

    DOI:10.3964/j.issn.1000-0593(2021)09-2723-06

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