• Spectroscopy and Spectral Analysis
  • Vol. 42, Issue 2, 399 (2022)
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
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    DOI: 10.3964/j.issn.1000-0593(2022)02-0399-06 Cite this Article
    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 Copy Citation Text show less
    NIR spectra of tobacco leaves (a) and medicine capsules (b)Blue: Calibration set; Red: Prediction set
    Fig. 1. 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
    Fig. 2. 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
    Fig. 3. 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)
    Fig. 4. 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
    Fig. 5. 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
    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
    Table 1. Discrimination results for the prediction samples of tobacco leaf and medicinal capsule
    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
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