• Laser & Optoelectronics Progress
  • Vol. 55, Issue 2, 023002 (2018)
Gangfu Rao, Lin Huang, Xiuwen He, Jinlong Lin, Hui Yang, Muhua Liu, Tianbing Chen, Jinyin Chen, and Mingyin Yao*
Author Affiliations
  • Collaborative Innovation Center of Postharvest Key Technology and Quality Safety of Fruits and Vegetables in Jiangxi Province, Key Laboratory of Optics-Electrics Application of Biomaterials of Jiangxi Province Higher Education, Nanchang, Jiangxi 330045, China
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    DOI: 10.3788/LOP55.023002 Cite this Article Set citation alerts
    Gangfu Rao, Lin Huang, Xiuwen He, Jinlong Lin, Hui Yang, Muhua Liu, Tianbing Chen, Jinyin Chen, Mingyin Yao. Comparison of Tea Variety Discriminating Models Based on Laser Induced Breakdown Spectroscopy[J]. Laser & Optoelectronics Progress, 2018, 55(2): 023002 Copy Citation Text show less
    Schematic of LIBS setup
    Fig. 1. Schematic of LIBS setup
    LIBS spectra of Tieguanyin tea sample. (a) Original spectrum; (b) spectrum after nine-point smoothing pretreatment
    Fig. 2. LIBS spectra of Tieguanyin tea sample. (a) Original spectrum; (b) spectrum after nine-point smoothing pretreatment
    SampleDARBFMLP
    TrainingTestTrainingTestTrainingTest
    CECECECECECE
    T-G-Y35012326996341150
    N-H-G-F-T332150305114341141
    P-E350150350150350150
    E-M-S-M-F3501232411105332132
    D-C-G-T3231232510105323132
    X-Y-M-J305105241187314141
    B-L-C2961232510123314141
    Accuracy /%93.582.977.073.093.793.9
    Table 1. Classification accuracy of model built by nine-point smoothing combined with principal component analysis
    SampleDARBFMLP
    TrainingTestTrainingTestTrainingTest
    CECECECECECE
    T-G-Y350150332123350150
    N-H-G-F-T341132332141350141
    P-E350150350150350150
    E-M-S-M-F35015026996341150
    D-C-G-T350150314123350150
    X-Y-M-J3501142510114350150
    B-L-C35015031496350150
    Accuracy /%99.694.386.480.499.699.1
    Table 2. Classification accuracy of model built by nine-point smoothing and first derivative combined with principal component analysis
    Gangfu Rao, Lin Huang, Xiuwen He, Jinlong Lin, Hui Yang, Muhua Liu, Tianbing Chen, Jinyin Chen, Mingyin Yao. Comparison of Tea Variety Discriminating Models Based on Laser Induced Breakdown Spectroscopy[J]. Laser & Optoelectronics Progress, 2018, 55(2): 023002
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