SAR ATR based on Support Vector Machines and Independent Component Analysis
Li Maokuan, Jian Guan, Duan Hui, Xin Gao · 2006
In this paper, a SAR (synthetic aperture radar) ATR algorithm based on Support Vector Machines (SVMs) and Independent Component Analysis (ICA) is proposed. Features of SAR images are extracted using ICA firstly, then we test our method on MASTAR database by using Support Vector Machines classifier. The experiment result shows that the performance of this method is superior to other methods.