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Effects of polarization and resolution on SAR ATR 总被引:3,自引:0,他引:3
Novak L.M. Halversen S.D. Owirka G. Hiett M. 《IEEE transactions on aerospace and electronic systems》1997,33(1):102-116
Lincoln Laboratory is investigating the detection and classification of stationary ground targets using high resolution, fully polarimetric, synthetic aperture radar (SAR) imagery. A study is summarized in which data collected by the Lincoln Laboratory 33 GHz SAR were used to perform a comprehensive comparison of automatic target recognition (ATR) performance for several polarization/resolution combinations. The Lincoln Laboratory baseline ATR algorithm suite was used, and was optimized for each polarization/resolution case. Both the HH polarization alone and the optimal combination of HH, HV, and VV were evaluated; the resolutions evaluated were 1 ft/spl times/1 ft and 1 m/spl times/1 m. The data set used for this study contained approximately 74 km/sup 2/ of clutter (56 km/sup 2/ of mixed clutter plus 18 km/sup 2/ of highly cultural clutter) and 136 tactical target images (divided equally between tanks and howitzers). 相似文献
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Nanis J.G. Halversen S.D. Owirka G.J. Novak L.M. 《Aerospace and Electronic Systems Magazine, IEEE》1995,10(8):34-36
In this paper, we examine three different target detection techniques (including a family of two-dimensional adaptive filters) applied to FOPEN data collected by a UHF foliage penetration radar 相似文献
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