Zhipeng Su, Jingwen Li, Jianwu Jiang, Yanling Lu, Ming Zhu. Semantic Segmentation Method for Remote Sensing Images Based on Improved DeepLabV3+[J]. Laser & Optoelectronics Progress, 2023, 60(6): 0628003
- Laser & Optoelectronics Progress
- Vol. 60, Issue 6, 0628003 (2023)
Fig. 1. Overall structure diagram of AFSM-Net
Fig. 2. Feature map cut. (a) k=2; (b) k=3; (c) k=4
Fig. 3. Structure of feature extraction network
Fig. 4. Schematic diagram of channel attention
Fig. 5. Spatial attention diagram
Fig. 6. Real images and marked images
Fig. 7. Comparison of experimental results. (a) Original images; (b) image labels; (c) FCN processing results; (d) U-Net processing results; (e) SegNet processing results; (f) DeepLabV3+ processing results; (g) AFSM-Net processing results
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Table 1. Comparison of evaluation results of ablation experiment on CFF test set
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Table 2. Experimental results of different cutting ratios
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Table 3. Classification accuracy of different algorithms
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