基于高分遥感数据和深度学习的石冰川自动提取研究

徐瑾昊,冯敏,王建邦,冉有华,祁元,杨联安,李新

Automatically Identifying Rock Glacier based on Gaofen Satellite Image and Deep Learning

Jinhao Xu,Min Feng,Jianbang Wang,Youhua Ran,Yuan Qi,Lian’an Yang,Xin Li

表1 石冰川分类模型精度评价

Table1 Accuracy evaluation of rock glacier classification model

模型 总体精度/% 生产精度/% 用户精度/% 均值 98.72 89.48 81.77 1 99.18 90.63 89.69 2 98.45 90.63 76.32 3 98.84 87.50 84.85 4 98.75 89.58 81.90 5 98.58 88.54 79.44 6 98.11 87.50 73.04 7 99.01 87.50 88.42 8 98.97 93.75 83.33 9 98.75 91.67 80.73 10 98.58 87.50 80.00