基于分形维数和角二阶矩辅助的卷积神经网络云雪识别研究

朱博,钟方洁,赵军锁

Fractal Dimension and Angular Second Moment-assisted Convolutional Neural Network for Cloud and Snow Recognition

Bo Zhu,Fangjie Zhong,Junsuo Zhao

表3 识别结果统计

Table 3 Statistics of recognition results

Ding BT RF SVM Ours 天智1号 80.6 79.4 76.6 81.7 90.6 SPOT4 86.3 84.5 85.9 83.6 89.7 SPOT5 82.5 78.6 75.4 79.8 89.2 SPOT6 77.2 75.5 73.2 78.4 87.3 Pleiades 82.4 81.3 80.3 80 88.6 平均准确率 80.14 84.3 79.3 76.86 89