基于主动深度学习的极化SAR图像分类

徐佳, 袁春琦, 程圆娥, 曾晨雨, 许康

Active deep learning based polarimetric SAR image classification

Jia XU, Chunqi YUAN, Yuane CHENG, chenyu ZENG, Kang XU

表2 随机选取不同数目样本的SVM和Deep分类精度

Tab.2 Classification accuracy for SVM and Deep based methods of different scale samples random selected(%)

每类样本数目 RADARSAT-2 EMISAR SVM Deep SVM Deep 5 66.58 69.93 78.29 82.14 10 72.31 75.39 81.23 86.23 15 78.20 80.27 84.48 89.39 20 80.93 81.15 87.30 90.10 25 81.19 82.23 88.64 90.61 30 81.94 82.90 89.72 90.94 35 82.18 83.22 90.46 91.82 40 82.34 83.33 90.95 91.90