Spectroscopy and Spectral Analysis, Volume. 42, Issue 2, 399(2022)

Design and Application of the Discrimination Filter for Near-Infrared Spectroscopic Analysis

Xue-hui SUN1、*, Bing ZHAO2、2;, Zhen LUO2、2;, Pei-jian SUN1、1;, Bin PENG1、1;, Cong NIE1、1; *;, and Xue-guang SHAO3、3; *;
Author Affiliations
  • 11. Zhengzhou Tobacco Research Institute of China National Tobacco Corporation, Zhengzhou 450001, China
  • 22. China Tobacco Henan Industry Co., Ltd., Zhengzhou 450000, China
  • 33. Research Center for Analytical Sciences, College of Chemistry, Nankai University, Tianjin 300071, China
  • show less
    Figures & Tables(6)
    NIR spectra of tobacco leaves (a) and medicine capsules (b)Blue: Calibration set; Red: Prediction set
    Derivative spectra of tobacoo leaves (a) and medicine capsules (b)Blue: Calibration set; Red: Prediction set
    Clustering in principal component space (the distribution in PC1 and PC2 space)(a): Tobacco leaves; (b): Medicine capsules
    Descrimination filters for the tobacoo leaves (a) and the medicine capsules (b)
    Projection in the two-dimensional space of the filters(a): Tobacoo leaves; (b): Medicine capsules; The insets circled by the dot-line show the enlarged graphs. The calibration and prediction samples are plotted by blind and solid points, respectively
    • Table 1. Discrimination results for the prediction samples of tobacco leaf and medicinal capsule

      View table
      View in Article

      Table 1. Discrimination results for the prediction samples of tobacco leaf and medicinal capsule

      Sample
      (Num.)
      ClassNum.True
      positive
      rate (TP)
      False
      positive
      rate (FP)
      Tobacco
      leaf (230)
      X2871.43.0
      C12391.122.4
      B7994.939.1
      Medicinal
      capsule (36)
      A8100.00.0
      B1095.00.0
      C998.21.9
      D996.34.6
    Tools

    Get Citation

    Copy Citation Text

    Xue-hui SUN, Bing ZHAO, Zhen LUO, Pei-jian SUN, Bin PENG, Cong NIE, Xue-guang SHAO. Design and Application of the Discrimination Filter for Near-Infrared Spectroscopic Analysis[J]. Spectroscopy and Spectral Analysis, 2022, 42(2): 399

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Sep. 1, 2020

    Accepted: Jan. 9, 2021

    Published Online: Apr. 2, 2022

    The Author Email: SUN Xue-hui (xuehui_sun1234@aliyun.com)

    DOI:10.3964/j.issn.1000-0593(2022)02-0399-06

    Topics