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

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

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

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

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

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

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

    [14] Goodfellow I, Mirza M, Pouget-Abadie J et al[D]. 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: Ai-ling TAN (tanailing@ysu.edu.cn)

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

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