Table 1 Feature Map Details of Lung_PAYNet.
From: Lung_PAYNet: a pyramidal attention based deep learning network for lung nodule segmentation
Level | Operator | Feature map |
|---|---|---|
Level 1 | Encoder block 1 | 64 × 64 × 32 |
Maxpooling layer 1 | 32 × 32 × 32 | |
Level 2 | Encoder block 2 | 32 × 32 × 64 |
Maxpooling layer 2 | 16 × 16 × 64 | |
Level 3 | Pyramidal attention block | 16 × 16 × 64 |
Level 4 | Upsampling layer 1 | 32 × 32 × 64 |
Concatenation | 32 × 32 × 128 | |
Decoder block 1 | 32 × 32 × 64 | |
Level 5 | Upsampling layer 2 | 64 × 64 × 32 |
Concatenation | 64 × 64 × 64 | |
Decoder block 2 | 64 × 64 × 32 | |
Level 6 | Convolutional layer (1 × 1) | 64 × 64 × 1 |
