The Identification of Fritillaria Species Using Hyperspectral Imaging with Enhanced One-Dimensional Convolutional Neural Networks via Attention Mechanism

Combining deep learning and hyperspectral imaging (HSI) has proven to be an effective approach in the quality control of medicinal and edible plants. Nonetheless, hyperspectral data contains redundant information and highly correlated characteristic bands, which can adversely impact sample identific...

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Detalles Bibliográficos
Autores principales: Hu, Huiqiang, Xu, Zhenyu, Wei, Yunpeng, Wang, Tingting, Zhao, Yuping, Xu, Huaxing, Mao, Xiaobo, Huang, Luqi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10670081/
https://www.ncbi.nlm.nih.gov/pubmed/38002210
http://dx.doi.org/10.3390/foods12224153

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10670081/
https://www.ncbi.nlm.nih.gov/pubmed/38002210
http://dx.doi.org/10.3390/foods12224153

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