Table 1. Overview of the network architecture.
Layer | Number of nodes | Input area of node | Overlap per direction | SFA outputs per node |
0 (Image) | - | - | (1 pixel) | |
1 | 5 | 32 | ||
2 | 2 | 32 | ||
3 | 2 | 32 | ||
4 | 1 | - | 64 |
Layer 0 denotes the input image, a node corresponds to a pixel in that image. The input area denotes the number of nodes in the previous layer from which a node receives input, this is also called the receptive field. An example for layer 3 is visualized in Figure 4.