Jingfeng Hu, Xiuzai Zhang, Changjun Yang. Cloud Detection of RGB Color Remote Sensing Images Based on Improved M-Net[J]. Laser & Optoelectronics Progress, 2019, 56(16): 162804
- Laser & Optoelectronics Progress
- Vol. 56, Issue 16, 162804 (2019)
Fig. 1. Convolution unit and residual unit. (a) Forward propagation convolution unit; (b) residual unit
Fig. 2. RM-Net network structure
Fig. 3. DDCN network structure
Fig. 4. Dataset enhancement. (a) Original image; (b) horizontal flip; (c) vertical flip; (d) horizontal and vertical flips; (e) saturation adjustment; (f) brightness adjustment; (g) color adjustment; (h) add noise
Fig. 5. Overall accuracy curves
Fig. 6. Visual comparison of Landsat8 image cloud detection results obtained by six methods
Fig. 7. Visual comparison of GaoFen-1 WFV image cloud detection results obtained by six methods
Fig. 8. Detection results of cloud and cloud shadow
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Table 1. Quantitative comparison of Landsat8 image cloud detection results obtained by six methods
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Table 2. Quantitative comparison of GaoFen-1 WFV image cloud detection results obtained by six methods
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Table 3. Quantitative comparison of detection results of cloud and cloud shadow
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