Research Article
A Deep Learning Method for Building Extraction from Remote Sensing Images by Fuzing Local and Global Features
Table 5
The impact of CAM on network performance.
| | Method | P (%) | R (%) | F1 (%) | IOU (%) | Acc (%) |
| | TransUnet | 93.75 | 87.21 | 90.36 | 88.49 | 95.66 | | TransUnet + CAM | 93.88 | 91.06 | 92.45 | 90.78 | 96.53 | | MATUnet | 95.05 | 92.23 | 93.62 | 92.14 | 97.06 | | MATUnet-CAM | 94.91 | 91.75 | 93.30 | 91.77 | 96.92 |
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