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4 Salinas数据集不同算法性能比较(%) (%)
Table 4 Performance comparison of different algorithms in Salinas dataset
分类器Salinas
PCA8多尺度Gabor多尺度LPQMs_GLPQ
SVM80.5371.3884.8485.05
Bayes78.0769.6272.4272.77
BP85.3180.3189.5689.09
DT80.8881.4282.1881.47
RF87.0488.4893.7594.13
XGBoost86.0687.0189.4990.99
LightGBM85.8587.1290.8791.85
CatBoost87.2488.9294.2994.42