Table 2.
Network details of each node in Figure 2, including the convolutional kernel size of the reconstruction nodes, the input size, and the output size of feature maps.
| Node | Kernel Size | Input Size | Output Size |
|---|---|---|---|
| 0–0 | - | H × W × 4 | H × W × 8 |
| 0–1 | 3 × 3 × 16 × 16; 1 × 1 × 16 × 8 | H × W × 16 | H × W × 8 |
| 0–2 | 3 × 3 × 16 × 16; 1 × 1 × 16 × 8 | H × W × 16 | H × W × 8 |
| 0–3 | 3 × 3 × 16 × 16; 1 × 1 × 16 × 8 | H × W × 16 | H × W × 8 |
| 1–0 | - | H × W × 4 | H × W × 16 |
| 1–1 | 3 × 3 × 32 × 32; 1 × 1 × 32 × 16 | H × W × 32 | H × W × 16 |
| 1–2 | 3 × 3 × 32 × 32; 1 × 1 × 32 × 16 | H × W × 32 | H × W × 16 |
| 2–0 | - | H × W × 4 | H × W × 32 |
| 2–1 | 3 × 3 × 64 × 64; 1 × 1 × 64 × 32 | H × W × 64 | H × W × 32 |
| 3–0 | - | H × W × 4 | H × W × 64 |