Since the input parameters of LS-SVM significantly affect the classification performance, we employ FOA to obtain the optimized input parameters. Finally, the experiments on two fully polarimetric SAR ...

This paper presents a novel batch mode active learning technique for solving remote sensing image classification problems. The proposed technique incorporates uncertainty, diversity and cluster ...