Liang Pei, Yang Liu, Lin Gao. Cloud Detectionof ZY-3 Remote Sensing Images Based on Fully Convolutional Neural Network and Conditional Random Field[J]. Laser & Optoelectronics Progress, 2019, 56(10): 102802
- Laser & Optoelectronics Progress
- Vol. 56, Issue 10, 102802 (2019)
Fig. 1. Flow chart of proposed algorithm
Fig. 2. Principle diagram of fully convolutional network
Fig. 3. Input images and label pictures. (a) Input image 1; (b) label picture 1; (c) input image 2; (d) label picture 2
Fig. 4. Comparison of cloud detection results with different methods. (a) Input image; (b) label picture; (c) FCN+CRF; (d) MyFCN; (e) FCN-8s; (f) FCM+SVM
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Table 1. Structural code mapping in improved fully convolutional neural network algorithm
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Table 2. Comparison of accuracy and detection time of cloud area detection by different methods
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