Rapid identification of foodborne pathogenic bacteria using hyperspectral imaging combined with convolutional neural networks(高光谱结合卷积神经网络对食源性致病菌的快速识别)

Rapid identification of foodborne pathogenic bacteria using hyperspectral imaging combined with convolutional neural networks(高光谱结合卷积神经网络对食源性致病菌的快速识别)

This paper presents a new classification model combined with hyperspectral imaging for rapid identification of foodborne pathogens. It adopts hyperspectral analysis to detect Shigella, Salmonella, Clostridium perfringens, and Streptococcus suis, and collects hyperspectral data. The region of interes...

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Bibliographic Details
Main Authors: 周贯旭(ZHOU Guanxu), 姜红(JIANG Hong), 徐雪芳(XU Xuefang)
Format: Article
Language:Chinese
Published: Zhejiang University Press 2025-07-01
Series:Zhejiang Daxue xuebao. Lixue ban
Online Access:https://doi.org/10.3785/j.issn.1008-9497.2025.04.008
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https://doi.org/10.3785/j.issn.1008-9497.2025.04.008

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