基于改进生成对抗网络的图像数据增强方法

詹燕,胡蝶,汤洪涛,鲁建厦,谭健,刘长睿

Image data enhancement method based on improved generative adversarial network

Yan ZHAN,Die HU,Hong-tao TANG,Jian-sha LU,Jian TAN,Chang-rui LIU

表 4 各模型生成图像质量评价表

Tab.4 Quality evaluation table of image generated by each model

噪声标准差 $\sigma $ PSNR/dB SSIM FID 0.168 6 56.580 9 0.599 2 312.831 4 0.215 5 56.375 6 0.371 3 406.542 9 0.784 0 55.263 4 0.165 7 430.592 1