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Table 3 Effect of different weight calculation method selection on experimental results (“↑” indicates that higher is better. “↓” indicates that lower is better. The best results are marked in bold black)

From: EA-GAN: restoration of text in ancient Chinese books based on an example attention generative adversarial network

Method

PSNR↑

SSIM↑

LPIPS(AlexNet)↓

LPIPS(VGG)↓

M1

27.79

0.944

0.0174

0.0390

M2

27.81

0.948

0.0168

0.0365

M3

27.75

0.948

0.0169

0.0363

M4(Ours)

27.95

0.950

0.0165

0.0358