Combining Multi-Dimensional Convolutional Neural Network (CNN) With Visualization Method for Detection of Aphis gossypii Glover Infection in Cotton Leaves Using Hyperspectral Imaging

Cotton is a significant economic crop. It is vulnerable to aphids (Aphis gossypii Glovers) during the growth period. Rapid and early detection has become an important means to deal with aphids in cotton. In this study, the visible/near-infrared (Vis/NIR) hyperspectral imaging system (376–1044 nm) an...

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Detalles Bibliográficos
Autores principales: Yan, Tianying, Xu, Wei, Lin, Jiao, Duan, Long, Gao, Pan, Zhang, Chu, Lv, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2021
Materias:
Plant Science
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917247/
https://www.ncbi.nlm.nih.gov/pubmed/33659014
http://dx.doi.org/10.3389/fpls.2021.604510

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7917247/
https://www.ncbi.nlm.nih.gov/pubmed/33659014
http://dx.doi.org/10.3389/fpls.2021.604510

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