Spectroscopy and Spectral Analysis, Volume. 42, Issue 3, 769(2022)

Detection of Pearl Powder Adulteration Based on Raman Spectroscopy and DCGAN Data Enhancement

Ai-ling TAN1,*... Zhen-yuan CHU1,1;, Xiao-si WANG1,1; and Yong ZHAO2,2; *; |Show fewer author(s)
Author Affiliations
  • 11. School of Information and Science Engineering, Yanshan University, the Key Laboratory for Special Fiber and Fiber Sensor of Hebei Province, Qinhuangdao 066004, China
  • 22. School of Electrical Engineering, Yanshan University, the Key Laboratory of Measurement Technology and Instrumentation of Hebei Province, Qinhuangdao 066004, China
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    References(8)

    [4] Y Bai Z, Q Liu S, W Wei et al. Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 189, 265(2018).

    [5] Z Weng S, Y Zhang X, X Zhu W et al. Artificial Intelligence in Agriculture, 3, 1(2019).

    [6] Andrade, S Gustavo F, Fan Meikun et al. Analytica Chimica Acta, 1097, 1(2020).

    [7] Peisheng He, Dongqi Wang, Zijian Wang et al. Current Opinion in Biotechnology, 64, 218(2020).

    [10] Charron Benjamin, Lussier Félix, Thibault Vincent. TrAC Trends in Analytical Chemistry, 124, 115796(2020).

    [11] Bjerrum Esben Jannik, Glahder Mads, Skov Thomas. arXiv: 2017, 1710. 01927v1.

    [12] Jamme Frédéric, Duponchel Ludovic. Journal of Chemometrics, 31, e2882(2017).

    [14] I Goodfellow, M Mirza, J Pouget-Abadie et al. Advances in Neural Information Processing Systems, 27, 2672(2014).

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    Ai-ling TAN, Zhen-yuan CHU, Xiao-si WANG, Yong ZHAO. Detection of Pearl Powder Adulteration Based on Raman Spectroscopy and DCGAN Data Enhancement[J]. Spectroscopy and Spectral Analysis, 2022, 42(3): 769

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    Paper Information

    Category: Research Articles

    Received: Feb. 7, 2021

    Accepted: Apr. 19, 2021

    Published Online: Apr. 19, 2022

    The Author Email: TAN Ai-ling (tanailing@ysu.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2022)03-0769-07

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