Research Article
Semantic Segmentation Algorithm Based on Attention Mechanism and Transfer Learning
Table 4
The comparison of the performance of the semantic segmentation network model.
| | MIoU | RoadNet (%) | FCN (%) | DeepLabv3 [36] (%) | ExFuse [37] (%) | DFN [38] (%) | DANet [39] (%) | EncNet [40] (%) |
| | VOC2012 | 84.60 | 65.70 | 80.50 | 80.80 | 82.70 | 82.50 | 82.90 | | Cityscapes | 82.90 | 53.60 | 79.50 | 80.10 | 80.30 | 80.50 | 80.80 |
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