Daytime Sea Fog Recognition based on Multi-scale Feature Fusion Generation under Attention Mechanism

Table 1. Table 1Comparison of identification results of different network models
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Table 1. Table 1Comparison of identification results of different network models
Model CSI/% FAR/% POD/%
UNet++ 75.48 17.16 90.16
FCN 70.31 22.44 89.49
UNet 78.53 14.01 90.64
GAN-MFA 83.59 11.61 94.16

Table 2. Table 2Comparison of different sea fog recognition algorithms
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Table 2. Table 2Comparison of different sea fog recognition algorithms
Model CSI/% FAR/% POD/%
Threshold^[18] 45.01 44.81 75.16
FCN-CRF^[15] 73.76 17.69 89.33
GAN-MFA 83.59 11.61 94.16

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Yanhui HUANG, Randi FU, Xuyuan FANG, Caoqian YIN, Gang LI, Wei JIN. Daytime Sea Fog Recognition based on Multi-scale Feature Fusion Generation under Attention Mechanism[J]. Remote Sensing Technology and Application, 2025, 40(1): 258

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