Perspective on Explainable SAR Target Recognition

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...

Полное описание

Библиографические подробности
Главные авторы: GUO Weiwei, ZHANG Zenghui, YU Wenxian, SUN Xiaohua
Формат: Статья
Язык:English
Опубликовано: China Science Publishing & Media Ltd. (CSPM) 2020-06-01
Серии:Leida xuebao
Предметы:
sar
automatic target recognition (atr)
deep learning
explainability and interpretability
explainable machine learning
Online-ссылка:http://radars.ie.ac.cn/article/doi/10.12000/JR20059?viewType=HTML

Internet

http://radars.ie.ac.cn/article/doi/10.12000/JR20059?viewType=HTML

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