Table 4.
Optimization Method | MIoU (%) | Se (%) | Test Time (s/Image) | |
---|---|---|---|---|
backbone | ResNet101 | 85.91 | 86.63 | 0.48 |
Inception-v3 | 88.03 | 89.75 | 0.54 | |
Xception65 | 90.12 | 92.06 | 0.53 | |
Atrous rates | {18, 36, 54} | 86.45 | 86.64 | 0.69 |
{12, 24, 36} | 88.93 | 89.42 | 0.58 | |
{6, 12, 18} | 90.11 | 91.79 | 0.51 |
The bold values represent the bset result.