Table 4.
Ablation experiments to evaluate the effectiveness of the proposed extended skip connections.
| Method | Baseline | Skip layer (fixed) | Large conv | Skip layer (multi-scale filters) | Paddy line IoU (%) |
|---|---|---|---|---|---|
| UNet | √ | √ | 56.44 | ||
| UNet_WC | √ | √ | √ | 59.73 | |
| ESNet | √ | √ | √ | 62.73 |
ESNet, enhanced skip network; IoU, intersection over union.