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...

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Detaylı Bibliyografya
Asıl Yazarlar: GUO Weiwei, ZHANG Zenghui, YU Wenxian, SUN Xiaohua
Materyal Türü: Makale
Dil:English
Baskı/Yayın Bilgisi: China Science Publishing & Media Ltd. (CSPM) 2020-06-01
Seri Bilgileri:Leida xuebao
Konular:
sar
automatic target recognition (atr)
deep learning
explainability and interpretability
explainable machine learning
Online Erişim: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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