SAR ATR based on Multi-Subspaces of Independent Component Analysis

摘要：

In this paper, a SAR (synthetic aperture radar) ATR algorithm based on multi-subspaces of Independent Component Analysis (ICA) is proposed. Features of each target SAR images are extracted by using ICA firstly, and then the Feature images of the target compose a subspace. All targets can compose multi-subspaces. Finally, combine all the subspaces to a big new subspace by using PCA. We test our method on MASTAR database. The experiment result shows that the performance of this method is superior to other methods.

作者: Yu Hongyun Guan Jian Giang Tao Zhang Jinge

作者单位: Department of Electronic and Information Engineering,Naval Aeronautical Engineering Institute,Yantai Department of Electronic and Information Engineering,Naval Aeronautical Engineering Institute,Yantai

会议类型: 国际会议

会议名称: 首届亚太合成孔径雷达会议(1st Asian and Pacific Conference on Synthetic Aperture Radar Proceedings)

会议地点: 安徽黄山

会议语种:英文

在线出版日期: 2007-11-05（万方平台首次上网日期，不代表论文的发表时间）