Table 4 PSNR and SSIM after reconstruction of various murals with different algorithms
Image type | Index | BI | Literature [17] | Literature [20] | SRGAN | EDSR | ProGAN |
|---|---|---|---|---|---|---|---|
Animals | PSNR/SSIM | 20.92/0.44 | 27.36/0.63 | 27.81/0.64 | 28.05/0.66 | 28.44/0.68 | 28.56/0.68 |
Builds | PSNR/SSIM | 19.89/0.44 | 24.21/0.57 | 25.15/0.62 | 25.41/0.63 | 25.62/0.64 | 25.85/0.65 |
Cloud | PSNR/SSIM | 19.84/0.48 | 24.40/0.62 | 25.40/0.66 | 25.62/0.67 | 25.87/0.69 | 26.18/0.70 |
Disciple | PSNR/SSIM | 20.21/0.46 | 25.88/0.62 | 26.70/0.62 | 26.81/0.66 | 27.15/0.68 | 27.35/0.69 |
Fo | PSNR/SSIM | 20.06/0.45 | 24.05/0.56 | 24.88/0.58 | 25.06/0.61 | 25.23/0.62 | 25.49/0.63 |
People | PSNR/SSIM | 20.23/0.43 | 26.92/0.64 | 27.50/0.63 | 27.75/0.67 | 28.12/0.69 | 28.28/0.70 |
Plant | PSNR/SSIM | 21.20/0.50 | 26.75/0.66 | 27.44/0.65 | 27.60/0.70 | 28.05/0.72 | 28.21/0.72 |
Pusa | PSNR/SSIM | 20.49/0.44 | 24.99/0.58 | 25.83/0.61 | 25.91/0.62 | 2 6.11/0.64 | 26.27/0.65 |