Spectroscopy and Spectral Analysis, Volume. 45, Issue 7, 1882(2025)

An Improved WGAN-GP Generative Adversarial Model in View of NIR Spectral 1st Derivative Constraint

LI Zhen-yu1 and ZHAO Peng1,2、*
Author Affiliations
  • 1College of Computer and Control Engineering, Northeast Forestry University, Harbin 150040, China
  • 2School of Computer Science and Software Engineering, Guangxi University of Science and Technology, Liuzhou 545006, China
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    References(11)

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    [4] [4] Berthelot D, Schumm T, Metz L. BEGAN: Boundary Equilibrium Generative Adversariul Networks, 2017, arXiv: 1703. 10717.

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    LI Zhen-yu, ZHAO Peng. An Improved WGAN-GP Generative Adversarial Model in View of NIR Spectral 1st Derivative Constraint[J]. Spectroscopy and Spectral Analysis, 2025, 45(7): 1882

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    Paper Information

    Received: Jan. 2, 2025

    Accepted: Jul. 24, 2025

    Published Online: Jul. 24, 2025

    The Author Email: ZHAO Peng (bit_zhao@aliyun.com)

    DOI:10.3964/j.issn.1000-0593(2025)07-1882-06

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