TABLE 7.
Comparative analysis of different segmentation methods.
| Model | Feature extraction network | IoU/% | Model parameter |
|---|---|---|---|
| FCN-8s | VGG16 | 89.90 | 71.1 |
| U-Net | Paper Source | 93.72 | 118 |
| DeepLabV3+ | Xception | 94.20 | 209 |
| Proposed algorithm | MobileNetV2 | 94.37 | 12.4 |
Comparative analysis of different segmentation methods.
| Model | Feature extraction network | IoU/% | Model parameter |
|---|---|---|---|
| FCN-8s | VGG16 | 89.90 | 71.1 |
| U-Net | Paper Source | 93.72 | 118 |
| DeepLabV3+ | Xception | 94.20 | 209 |
| Proposed algorithm | MobileNetV2 | 94.37 | 12.4 |