PAN: Part Attention Network Integrating Electromagnetic Characteristics for Interpretable SAR Vehicle Target Recognition

Machine learning methods for synthetic aperture radar (SAR) image automatic target recognition (ATR) can be divided into two main types: traditional methods and deep learning methods. The deep learning methods can learn the high-dimensional features of the target directly, and usually obtain high ta...

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Veröffentlicht in:	IEEE transactions on geoscience and remote sensing 2023-01, Vol.61, p.1-1
Hauptverfasser:	Feng, Sijia, Ji, Kefeng, Wang, Fulai, Zhang, Linbin, Ma, Xiaojie, Kuang, Gangyao
Format:	Artikel
Sprache:	eng
Schlagworte:	Accuracy attention mechanism attributed scattering center (ASC) model Automatic target recognition Classification Computational modeling Deep learning Electromagnetic properties Electromagnetics Feature extraction interpretable deep learning Machine learning Methods Radar imaging Radar polarimetry SAR (radar) SAR target classification Scattering Synthetic aperture radar Target recognition
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