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...

Deskribapen osoa

Xehetasun bibliografikoak
Egile Nagusiak: GUO Weiwei, ZHANG Zenghui, YU Wenxian, SUN Xiaohua
Formatua: Artikulua
Hizkuntza:English
Argitaratua: China Science Publishing & Media Ltd. (CSPM) 2020-06-01
Saila:Leida xuebao
Gaiak:
sar
automatic target recognition (atr)
deep learning
explainability and interpretability
explainable machine learning
Sarrera elektronikoa:http://radars.ie.ac.cn/article/doi/10.12000/JR20059?viewType=HTML

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