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Identification of Soybean Varieties Using Hyperspectral Imaging Coupled with Convolutional Neural Network
Soybean variety is connected to stress resistance ability, as well as nutritional and commercial value. Near-infrared hyperspectral imaging was applied to classify three varieties of soybeans (Zhonghuang37, Zhonghuang41, and Zhonghuang55). Pixel-wise spectra were extracted and preprocessed, and aver...
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| Publicado no: | Sensors (Basel) |
|---|---|
| Main Authors: | , , , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
MDPI
2019
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC6807262/ https://ncbi.nlm.nih.gov/pubmed/31547118 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/s19194065 |
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