利用提升树模型综合Gabor和LPQ特征进行遥感地物识别
姜亚楠,张春雷,张欣,徐权威,张舒涛,周锐

Boosting Tree Model with Gabor and LPQ Feature Fusion of HSI Ground Object Recognition
Yanan Jiang,Chunlei Zhang,Xin Zhang,Quanwei Xu,Shutao Zhang,Rui Zhou
表5 茶树数据集不同算法性能比较(%) (%)
Table 5 Performance comparison of different algorithms in Tea Farm dataset
分类器茶树
PCA8多尺度Gabor多尺度LPQMs_GLPQ
SVM90.2777.4184.0485.20
Bayes89.2064.0585.1585.22
BP90.5283.6588.2288.48
DT86.8880.7781.5882.65
RF90.9887.4190.5390.35
XGBoost90.4286.9390.4990.72
LightGBM89.0786.2290.2990.45
CatBoost91.3988.5892.5992.61