UAV高光谱影像联合SULOV_XGBoost算法的柑橘果树精细分类方法

肖斌^1,², 何宏昌¹, 窦世卿^1,^*, 范冬林¹, 付波霖¹, 张洁¹, 熊远康¹, 史今科¹

A Fine Classification Method of Citrus Fruit Trees Based on UAV Hyperspectral Images and SULOV_XGBoost Algorithm

XIAO Bin^1,², HE Hong-chang¹, DOU Shi-qing^1,^*, FAN Dong-lin¹, FU Bo-lin¹, ZHANG Jie¹, XIONG Yuan-kang¹, SHI Jin-ke¹

九种算法精细分类结果 (a): SULOV_XGBoost-XGBoost; (b): SULOV_XGBoost-RF; (c): SULOV_XGBoost-SVM; (d): ReliefF-XGBoost; (e): ReliefF-RF;(f): ReliefF-SVM; (g): RFE_svm-XGBoost; (H): RFE_svm-RF; (i): RFE_svm-SVM