Identification of Xinjiang Jujube Varieties Based on Hyperspectral Technique and Machine Learning

Liu Lixin; He Di; Li Mengzhu; Liu Xing; Qu Junle

doi:10.3788/CJL202047.1111002

Chinese Journal of Lasers, Volume. 47, Issue 11, 1111002(2020)

Identification of Xinjiang Jujube Varieties Based on Hyperspectral Technique and Machine Learning

Liu Lixin^1,2、*, He Di¹, Li Mengzhu¹, Liu Xing³, and Qu Junle⁴

Author Affiliations

¹School of Physics and Optoelectronic Engineering, Xidian University, Xi''an, Shaanxi 710071, China

²State Key Laboratory of Transient Optics and Photonics, Xi''an Institute of Optics and Precision Mechanics of Chinese Academy of Sciences, Xi''an, Shaanxi 710119, China

³Sino-German College of Intelligent Manufacturing, Shenzhen Technology University, Shenzhen, Guangdong 518118, China

⁴College of Physics and Optoelectronic Engineering, Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, Shenzhen University, Shenzhen, Guangdong 518060, China

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Liu Lixin, He Di, Li Mengzhu, Liu Xing, Qu Junle. Identification of Xinjiang Jujube Varieties Based on Hyperspectral Technique and Machine Learning[J]. Chinese Journal of Lasers, 2020, 47(11): 1111002

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Paper Information

Category: spectroscopy

Received: Apr. 16, 2020

Accepted: --

Published Online: Oct. 20, 2020

The Author Email: Lixin Liu (lxliu@xidian.edu.cn)

DOI:10.3788/CJL202047.1111002

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology