Feature Learning for SAR Target Recognition with Unknown Classes by Using CVAE-GAN

Feature Learning for SAR Target Recognition with Unknown Classes by Using CVAE-GAN

Even though deep learning (DL) has achieved excellent results on some public data sets for synthetic aperture radar (SAR) automatic target recognition(ATR), several problems exist at present. One is the lack of transparency and interpretability for most of the existing DL networks. Another is the ne...

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Bibliographic Details
Main Authors: Xiaowei Hu, Weike Feng, Yiduo Guo, Qiang Wang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
feature learning
SAR-ATR
unknown classes
deep learning
CVAE-GAN
Online Access:https://www.mdpi.com/2072-4292/13/18/3554

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