Table 12 Comparison of semantic segmentation results with different weights.
Evaluation indicators | k1 = 0.5, k2 = 0.5 | k1 = 0.5, k2 = 1 | k1 = 1, k2 = 0.5 | k1 = 1, k2 = 1 |
|---|---|---|---|---|
mIoU/% | 55.6 | 58.4 | 55.4 | 62.9 |
OA/% | 76.4 | 78.8 | 76.3 | 82.6 |
Precision/% | 65.0 | 67.1 | 65.0 | 70.4 |
Recall/% | 75.1 | 77.5 | 75.0 | 81.3 |
F1/% | 69.7 | 72.9 | 69.6 | 75.4 |