Perspective on Explainable SAR Target Recognition

SAR Automatic Target Recognition (ATR) is a key task in microwave remote sensing. Recently, Deep Neural Networks (DNNs) have shown promising results in SAR ATR. However, despite the success of DNNs, their underlying reasoning and decision mechanisms operate essentially like a black box and are unkno...

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Detalhes bibliográficos
Main Authors: GUO Weiwei, ZHANG Zenghui, YU Wenxian, SUN Xiaohua
Formato: Artigo
Idioma:English
Publicado em: China Science Publishing & Media Ltd. (CSPM) 2020-06-01
Colecção:Leida xuebao
Assuntos:
Acesso em linha:http://radars.ie.ac.cn/article/doi/10.12000/JR20059?viewType=HTML