Machine learning classification of origins and varieties of Tetrastigma hemsleyanum using a dual-mode microscopic hyperspectral imager.

Jiao, Changwei; Xu, Zhanpeng; Bian, Qiuwan; Forsberg, Erik; Tan, Qin; Peng, Xin; He, Sailing

Jiao, Changwei; Xu, Zhanpeng; Bian, Qiuwan; Forsberg, Erik; Tan, Qin; Peng, Xin; He, Sailing.

Afiliación

Jiao C; Centre for Optical and Electromagnetic Research, National Engineering Research Center for Optical Instruments, Zhejiang Provincial Key Laboratory for Sensing Technologies, Zhejiang University, Hangzhou 310058, China.
Xu Z; Centre for Optical and Electromagnetic Research, National Engineering Research Center for Optical Instruments, Zhejiang Provincial Key Laboratory for Sensing Technologies, Zhejiang University, Hangzhou 310058, China. Electronic address: zhanpengxu@zju.edu.cn.
Bian Q; Centre for Optical and Electromagnetic Research, National Engineering Research Center for Optical Instruments, Zhejiang Provincial Key Laboratory for Sensing Technologies, Zhejiang University, Hangzhou 310058, China.
Forsberg E; Centre for Optical and Electromagnetic Research, National Engineering Research Center for Optical Instruments, Zhejiang Provincial Key Laboratory for Sensing Technologies, Zhejiang University, Hangzhou 310058, China.
Tan Q; Centre for Optical and Electromagnetic Research, National Engineering Research Center for Optical Instruments, Zhejiang Provincial Key Laboratory for Sensing Technologies, Zhejiang University, Hangzhou 310058, China.
Peng X; Ningbo Research Institute, Zhejiang University, Ningbo 315100, China. Electronic address: pengx@nit.zju.edu.cn.
He S; Centre for Optical and Electromagnetic Research, National Engineering Research Center for Optical Instruments, Zhejiang Provincial Key Laboratory for Sensing Technologies, Zhejiang University, Hangzhou 310058, China. Electronic address: sailing@zju.edu.cn.

Spectrochim Acta A Mol Biomol Spectrosc ; 261: 120054, 2021 Nov 15.

Article en En | MEDLINE | ID: mdl-34119773

Asunto(s)

Aprendizaje Automático; Máquina de Vectores de Soporte; Algoritmos; Imágenes Hiperespectrales; Análisis de Componente Principal

Palabras clave

Dual-mode microscopic hyperspectral imager; Geographical origin; Machine learning classification; Medicinal variety; Tetrastigma hemsleyanum

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Texto completo: 1 Colección: 01-internacional Base de datos: MEDLINE Asunto principal: Máquina de Vectores de Soporte / Aprendizaje Automático Tipo de estudio: Prognostic_studies Idioma: En Revista: Spectrochim Acta A Mol Biomol Spectrosc Asunto de la revista: BIOLOGIA MOLECULAR Año: 2021 Tipo del documento: Article País de afiliación: China Pais de publicación: Reino Unido

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