Table 1. Parameters of the multi-view network.
Layer | Type | Filter size | Stride | Image size |
---|---|---|---|---|
Per view | ||||
1 | Input | 65 × 65 × 1 | ||
2 | Convolution | 5 × 5 × 1 | 1 × 1 | 61 × 61 × 24 |
3 | Max Pool | 2 × 2 × 1 | 2 × 2 | 30 × 30 × 24 |
4 | Convolution | 5 × 5 × 24 | 1 × 1 | 26 × 26 × 48 |
5 | Pooling | 2 × 2 × 1 | 2 × 2 | 13 × 13 × 48 |
6 | Convolution | 5 × 5 × 48 | 1 × 1 | 9 × 9 × 96 |
After view concatenation | ||||
7 | Fully-connected | 1 × 1 × 512 | ||
8 | Logistic regression | 1 × 1 × 2 |