Table 1 Discriminative network structure
From: Ancient mural inpainting via structure information guided two-branch model
Layer | Kernel | Stride | Output(\(\hbox {H}\times \hbox {W}\times \hbox {C}\)) | Act-Func |
|---|---|---|---|---|
Conv-0 | \(4\times 4\) | 2 | \(128\times 128\times 64\) | Leaky-ReLu |
Conv-1 | \(4\times 4\) | 2 | \(64\times 64\times 128\) | Leaky-ReLu |
Conv-2 | \(4\times 4\) | 2 | \(32\times 32\times 256\) | Leaky-ReLu |
Conv-3 | \(4\times 4\) | 1 | \(31\times 31\times 512\) | Leaky-ReLu |
Conv-4 | \(4\times 4\) | 1 | \(30\times 30\times 1\) | Sigmoid |