Research Article
Application of a Modified Generative Adversarial Network in the Superresolution Reconstruction of Ancient Murals
Table 1
Details of the discriminant network.
| Name | Type | Kernel | Stride | Outputs |
| Conv1 | Conv | 4 × 4 | 2 × 2 | 64 | Conv2 | Conv | 4 × 4 | 2 × 2 | 128 | Conv3 | Conv | 4 × 4 | 2 × 2 | 256 | Conv4 | Conv | 4 × 4 | 2 × 2 | 512 | Conv5 | Conv | 4 × 4 | 2 × 2 | 1024 | Conv6 | Conv | 4 × 4 | 2 × 2 | 2048 | Conv7 | Conv | 1 × 1 | 1 × 1 | 1024 | Conv8 | Conv | 1 × 1 | 1 × 1 | 512 | Conv9 | Conv | 1 × 1 | 1 × 1 | 128 | Conv10 | Conv | 3 × 3 | 1 × 1 | 128 | Conv11 | Conv | 3 × 3 | 1 × 1 | 512 | FC | FC | — | — | 1 |
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