Table 2.
Convolutional architecture of Net1 (for slice classification and segmentation)
| Kernel size | Stride | Number of feature maps | Output size | |
|---|---|---|---|---|
| Input | - | - | - | 512×512 |
| HCU 1 | 5×5 | 2 | 16 | 128×128 |
| HCU 2 | 3×3 | 1 | 64 | 64×64 |
| HCU 3 | 3×3 | 1 | 128 | 32×32 |
| HCU 4 | 3×3 | 1 | 256 | 16×16 |
| HCU 5 | 3×3 | 1 | 512 | 8×8 |
| HCU 6 | 3×3 | 1 | 512 | 4×4 |