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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Bibliographic Details
Main Authors: GUO Weiwei, ZHANG Zenghui, YU Wenxian, SUN Xiaohua
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2020-06-01
Series:Leida xuebao
Subjects:
sar
automatic target recognition (atr)
deep learning
explainability and interpretability
explainable machine learning
Online Access: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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