Jiang-sheng GUI, Jing-yi FEI, Xia-ping FU. Hyperspectral Imaging for Detection of Leguminivora Glycinivorella Based on 3D Few-Shot Meta-Learning Model[J]. Spectroscopy and Spectral Analysis, 2021, 41(7): 2171
- Spectroscopy and Spectral Analysis
- Vol. 41, Issue 7, 2171 (2021)
Fig. 1. Hyperspectral imaging system
Fig. 2. Structure of the 3D-Relation Network
Fig. 3. Hyperspectral images of soybean samples
(a): Normal soybean; (b): Soybean with egg;(c): Soybean with larvae; (d): Gnawed soybean
(a): Normal soybean; (b): Soybean with egg;(c): Soybean with larvae; (d): Gnawed soybean
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Table 1. Detection results of different classification models in the cases of 4-way 1-shot and 4-way 5-shot
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