Spectroscopy and Spectral Analysis, Volume. 41, Issue 2, 400(2021)

Data Augmentation of Raman Spectral and Its Application Research Based on DCGAN

Ling-qiao LI1,1, Yan-hui LI1,1、*, Lin-lin YIN1,1, Hui-hua YANG1,1, Yan-chun FENG1,1, Li-hui YIN1,1, and Chang-qin HU1,1
Author Affiliations
  • 1[in Chinese]
  • 11. School of Artificial Intelligence, Beijing University of Posts and Telecommunications, Beijing 100876, China
  • show less
    References(9)

    [3] Yonghoon Lee, Song-Hee Han, Sang-Ho Nam. Applied Spectroscopy, 71, 2199(2017).

    [4] A Sanchis, P Sesmero M, J M Alonso-Weber. Information Fusion, 58, 132(2020).

    [5] S Ortiz R, R Limberger, J Anzanello M. Forensic Science International, 235, 1(2014).

    [7] X Pan, L Li, H Yang et al. Neurocomputing, 229, 88(2017).

    [8] Lili Dong, Xipeng Pan, Weidong Zhang et al. IEEE Access, 7, 72492(2019).

    [9] Lingqiao Li, Xipeng Pan, Dengxian Yang et al. World Wide Web-Internet and Web Information Systems, 21, 1721(2018).

    [10] S Chintala, A Radford, L Metz. Computer Science, 47, 169(2015).

    [11] S Ivanov M, E Polyakov A. Fibre Chemistry, 49, 405(2018).

    [12] R Theagarajan, B Bhanu. PLOS One, 14, e0212849(2019).

    Tools

    Get Citation

    Copy Citation Text

    Ling-qiao LI, Yan-hui LI, Lin-lin YIN, Hui-hua YANG, Yan-chun FENG, Li-hui YIN, Chang-qin HU. Data Augmentation of Raman Spectral and Its Application Research Based on DCGAN[J]. Spectroscopy and Spectral Analysis, 2021, 41(2): 400

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Feb. 5, 2020

    Accepted: Jun. 2, 2020

    Published Online: Apr. 8, 2021

    The Author Email: LI Yan-hui (1703201023@mails.guet.edu.cn)

    DOI:10.3964/j.issn.1000-0593(2021)02-0400-08

    Topics