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Fusion of electronic nose and hyperspectral imaging for mutton freshness detection using input-modified convolution neural network 期刊论文
FOOD CHEMISTRY, 2022, 卷号: 385
作者:  Liu, Cunchuan;  Chu, Zhaojie;  Weng, Shizhuang;  Zhu, Gongqin;  Han, Kaixuan;  Zhang, Zixi;  Huang, Linsheng;  Zhu, Zede;  Zheng, Shouguo
收藏  |  浏览/下载：34/0  |  提交时间：2022/12/23
Mutton freshness  Electronic nose  Hyperspectral image  Effective variables  Deep learning  
Reflectance images of effective wavelengths from hyperspectral imaging for identification of Fusarium head blight-infected wheat kernels combined with a residual attention convolution neural network 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2021, 卷号: 190
作者:  Weng, Shizhuang;  Han, Kaixuan;  Chu, Zhaojie;  Zhu, Gongqin;  Liu, Cunchuan;  Zhu, Zede;  Zhang, Zixi;  Zheng, Ling;  Huang, Linsheng
收藏  |  浏览/下载：54/0  |  提交时间：2021/11/29
Hyperspectral imaging  Wheat diseases  Variable selection  Feature fusion  Deep learning  
Surface-enhanced Raman spectroscopy with gold nanorods modified by sodium citrate and liquid-liquid interface self-extraction for detection of deoxynivalenol in Fusarium head blight-infected wheat kernels coupled with a fully convolution network 期刊论文
FOOD CHEMISTRY, 2021, 卷号: 359
作者:  Weng, Shizhuang;  Hu, Xujin;  Zhu, Wenxiu;  Li, Pan;  Zheng, Shouguo;  Zheng, Ling;  Huang, Linsheng;  Zhang, Dongyan
收藏  |  浏览/下载：58/0  |  提交时间：2021/08/30
Surface-enhanced Raman spectroscopy  Deep learning network  Liquid-liquid interface  Self-extraction  Deoxynivalenol  Fusarium head blight  Wheat  
Advanced Application of Raman Spectroscopy and Surface-Enhanced Raman Spectroscopy in Plant Disease Diagnostics: A Review 期刊论文
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2021, 卷号: 69
作者:  Weng, Shizhuang;  Hu, Xujin;  Wang, Jinghong;  Tang, Le;  Li, Pan;  Zheng, Shouguo;  Zheng, Ling;  Huang, Linsheng;  Xin, Zhenghua
收藏  |  浏览/下载：44/0  |  提交时间：2021/05/06
plant diseases  RS  SERS  bacterial diseases  stress-induced diseases  fungal diseases  viral diseases  rapid detection  
Deep learning networks for the recognition and quantitation of surface-enhanced Raman spectroscopy 期刊论文
ANALYST, 2020, 卷号: 145
作者:  Weng, Shizhuang;  Yuan, Hecai;  Zhang, Xueyan;  Li, Pan;  Zheng, Ling;  Zhao, Jinling;  Huang, Linsheng
收藏  |  浏览/下载：48/0  |  提交时间：2020/11/26
Fast detection of fenthion on fruit and vegetable peel using dynamic surface-enhanced Raman spectroscopy and random forests with variable selection 期刊论文
SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2018, 卷号: 200, 期号: 无, 页码: 20-25
作者:  Weng, Shizhuang;  Qiu, Mengqing;  Dong, Ronglu;  Wang, Fang;  Huang, Linsheng;  Zhang, Dongyan;  Zhao, Jinling
浏览  |  Adobe PDF(2014Kb)  |  收藏  |  浏览/下载：71/33  |  提交时间：2019/08/23
Dynamic surface-enhanced Raman spectroscopy  Fenthion  Random forests  Fruit and vegetable peel  Fast detection