SAR Target Configuration Recognition via Discriminative Statistical Dictionary Learning.

Ming Liu,Shichao Chen,Xili Wang,Fugang Lu,Mengdao Xing,Jie Wu

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing（2018）

引用 8|浏览44

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摘要

The establishment of the dictionary is of crucial importance to sparse representation (SR) based algorithms. It has been proved that learned dictionaries are more compact and have better performance than predefined ones. A dictionary learning (DL) algorithm is proposed for synthetic aperture radar (SAR) target configuration recognition in a statistical way with discriminative power embedded in und...

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关键词

Dictionaries,Synthetic aperture radar,Target recognition,Signal processing algorithms,Robustness,Machine learning,Computational modeling

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