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Detection of Mildew Degree of Wheat Using Terahertz Spectroscopy and Machine Learning

In order to judge the mildew degree of wheat seeds quickly and accurately, this study proposed a qualitative analysis method for moldy wheat using terahertz time-domain (THz-TDS) spectroscopy combined with support vector (SVM), random forest (RF) or extreme learning machine (ELM). According to the c...

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Autor principal: YANG Chenglin, LIU Jiaqi, GUO Yuncheng, XU Zhiyuan, ZHANG Siyi, YAO Zhifeng, QIN Lifeng, CHEN Xu, HE Dongjian, WEI Yahong
Formato: Artigo
Idioma:Inglês
Publicado em: China Food Publishing Company 2023-06-01
coleção:Shipin Kexue
Assuntos:
terahertz time-domain spectroscopy; moldy wheat; spectral preprocessing; spectral dimension reduction; spectral classification
Acesso em linha:https://www.spkx.net.cn/fileup/1002-6630/PDF/2023-44-12-041.pdf
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