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

LI Zhen-yu; ZHAO Peng

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

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

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

LI Zhen-yu¹ and ZHAO Peng^1,2、*

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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LI Zhen-yu, ZHAO Peng. An Improved WGAN-GP Generative Adversarial Model in View of NIR Spectral 1^st 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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