• Spectroscopy and Spectral Analysis
  • Vol. 41, Issue 7, 2240 (2021)
Fan ZHAO, Zhao-ru YAN, and Hai-yan SONG
Author Affiliations
  • College of Engineering, Shanxi Agricultural University, Taigu 030801, China
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    DOI: 10.3964/j.issn.1000-0593(2021)07-2240-05 Cite this Article
    Fan ZHAO, Zhao-ru YAN, Hai-yan SONG. Hyperspectra Used to Recognize Black Goji Berry and Nitraria Tanggu[J]. Spectroscopy and Spectral Analysis, 2021, 41(7): 2240 Copy Citation Text show less
    Black Goji berries
    Fig. 1. Black Goji berries
    Nitraria Tanggu
    Fig. 1. Nitraria Tanggu
    (a) 232 reflectance spectral bands of black Gojiberries and Nitraria Tanggu; (b) Average spectra of black Gojiberries and Nitraria Tanggu
    Fig. 2. (a) 232 reflectance spectral bands of black Gojiberries and Nitraria Tanggu; (b) Average spectra of black Gojiberries and Nitraria Tanggu
    RMSE changed with the number of characteristic wavelength in SPA
    Fig. 3. RMSE changed with the number of characteristic wavelength in SPA
    20 characteristic wavelength selected by SPA
    Fig. 4. 20 characteristic wavelength selected by SPA
    Identification results of black Gojiberries and nitraria Tanggu by SVM
    Fig. 5. Identification results of black Gojiberries and nitraria Tanggu by SVM
    Identification results of black Gojiberries and nitraria Tanggu by ELM
    Fig. 6. Identification results of black Gojiberries and nitraria Tanggu by ELM
    特征波长选择cg
    FS0.003 906 30.003 906 3
    SPA0.062 50.189 46
    Table 1. Parameters of SVM
    Fan ZHAO, Zhao-ru YAN, Hai-yan SONG. Hyperspectra Used to Recognize Black Goji Berry and Nitraria Tanggu[J]. Spectroscopy and Spectral Analysis, 2021, 41(7): 2240
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