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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Detalles Bibliográficos
Autores principales: Zhu, Susu, Zhou, Lei, Zhang, Chu, Bao, Yidan, Wu, Baohua, Chu, Hangjian, Yu, Yue, He, Yong, Feng, Lei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6807262/
https://www.ncbi.nlm.nih.gov/pubmed/31547118
http://dx.doi.org/10.3390/s19194065

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6807262/
https://www.ncbi.nlm.nih.gov/pubmed/31547118
http://dx.doi.org/10.3390/s19194065

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