Tao Li, Wei Jin, Randi Fu, Gang Li, Caoqian Yin. Nighttime sea fog recognition based on remote sensing satellite and deep neural decision tree[J]. Opto-Electronic Engineering, 2022, 49(9): 220007
- Opto-Electronic Engineering
- Vol. 49, Issue 9, 220007 (2022)
Fig. 1. Overall algorithm flow chart
Fig. 2. An example of the model inference process
Fig. 3. Sea fog identification result at UTC 18:20 on June 5, 2020 in the Yellow Sea and Bohai Sea
Fig. 4. The monitoring results of sea fog in the Yellow Sea and Bohai Sea from 15:00 to 20:00 UTC on June 5, 2020
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Table 1. Experimental results of different network layers
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Table 2. Comparison of results of different convolution networks
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Table 3. Comparison of ablation results
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Table 4. Confusion matrix of model
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Table 5. Classification accuracy of different sea fog recognition methods
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