Table 1.
Parameter setting of CNN.
Layer | Patch Size | Kernel Size | Stride | Feature Dimension |
---|---|---|---|---|
Conv 1 | 16 × 16 | 3 × 3 | 1 | 64 |
Conv 2 | 16 × 16 | 3 × 3 | 1 | 128 |
Max-Pooling | 8 × 8 | 3 × 3 | 2 | 128 |
Conv 3 | 8 × 8 | 3 × 3 | 1 | 256 |
Concatenation | 8 × 8 | N/A | N/A | 512 |
FC 1 | 8 × 8 | 8 × 8 | N/A | 256 |
FC 2 | 8 × 8 | 8 × 8 | N/A | 2 |