Modified Polar Mapping Classifier for SAR Automatic Target Recognition

作者：Park Jong Il^*; Kim Kyung Tae

来源：IEEE Transactions on Aerospace and Electronic Systems, 2014, 50(2): 1092-1107.

DOI：10.1109/TAES.2013.120378

In this study, we propose a modified polar mapping classifier (M-PMC) with an efficient preprocessing scheme to classify synthetic aperture radar (SAR) targets from the public release database for moving and stationary target acquisition and recognition. M-PMC is evaluated under various SAR extended operating conditions (EOCs), which are designed to reflect real-world battlefield scenarios. Experimental outcomes from various EOCs show that M-PMC has good generalization capabilities and outperforms conventional classifiers.

• 出版日期2014-4