Intelligent identification of film on cotton based on hyperspectral imaging and convolutional neural network.

Liu, Zongbin; Zhao, Ling; Yu, Xin; Zhang, Yiqing; Cui, Jianping; Ni, Chao; Zhang, Laigang

Liu, Zongbin; Zhao, Ling; Yu, Xin; Zhang, Yiqing; Cui, Jianping; Ni, Chao; Zhang, Laigang.

Afiliación

Liu Z; School of Mechanical and Automobile Engineering, 58291Liaocheng University, Liaocheng, China.
Zhao L; School of Mechanical and Automobile Engineering, 58291Liaocheng University, Liaocheng, China.
Yu X; School of Mechanical and Automobile Engineering, 58291Liaocheng University, Liaocheng, China.
Zhang Y; School of Mechanical and Automobile Engineering, 58291Liaocheng University, Liaocheng, China.
Cui J; Research Institute of Economic Crops, 74584Xinjiang Academy of Agricultural Sciences, Urumqi, China.
Ni C; College of Mechanical and Electronic Engineering, Nanjing Forestry University, Nanjing, Jiangsu, China.
Zhang L; School of Mechanical and Automobile Engineering, 58291Liaocheng University, Liaocheng, China.

Sci Prog ; 105(4): 368504221137461, 2022.

Article en En | MEDLINE | ID: mdl-36514818

Asunto(s)

Imágenes Hiperespectrales; Redes Neurales de la Computación; Análisis de Componente Principal; Algoritmos; Películas Cinematográficas

Palabras clave

Cotton; convolutional neural network; film; principal component analysis; short-wave near-infrared hyperspectral imaging

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Texto completo: 1 Banco de datos: MEDLINE Asunto principal: Redes Neurales de la Computación / Imágenes Hiperespectrales Tipo de estudio: Diagnostic_studies Idioma: En Revista: Sci Prog Año: 2022 Tipo del documento: Article País de afiliación: China

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