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. 2021 May 8;21(9):3265. doi: 10.3390/s21093265

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