基于拉曼光谱和DCGAN数据增强的珍珠粉掺伪检测研究
谈爱玲1, 楚振原1, 王晓斯1, 赵勇2,*

Detection of Pearl Powder Adulteration Based on Raman Spectroscopy and DCGAN Data Enhancement
TAN Ai-ling1, CHU Zhen-yuan1, WANG Xiao-si1, ZHAO Yong2,*
不同数据增强方法结合1DCNN算法所建定量模型真实纯度与预测纯度相关曲线 (a): DCGAN-1DCNN; (b): 叠加噪声-1DCNN; (c): 左右平移-1DCNN; (d): 噪声+平移-1DCNN