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...

Szczegółowa specyfikacja

Opis bibliograficzny
Główni autorzy: GUO Weiwei, ZHANG Zenghui, YU Wenxian, SUN Xiaohua
Format: Artykuł
Język:English
Wydane: China Science Publishing & Media Ltd. (CSPM) 2020-06-01
Seria:Leida xuebao
Hasła przedmiotowe:
sar
automatic target recognition (atr)
deep learning
explainability and interpretability
explainable machine learning
Dostęp online: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

Podobne zapisy