An Integrated Counterfactual Sample Generation and Filtering Approach for SAR Automatic Target Recognition with a Small Sample Set

An Integrated Counterfactual Sample Generation and Filtering Approach for SAR Automatic Target Recognition with a Small Sample Set

Although automatic target recognition (ATR) models based on data-driven algorithms have achieved excellent performance in recent years, the synthetic aperture radar (SAR) ATR model often suffered from performance degradation when it encountered a small sample set. In this paper, an integrated counte...

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Bibliographic Details
Main Authors: Changjie Cao, Zongyong Cui, Zongjie Cao, Liying Wang, Jianyu Yang
Format: Article
Language:English
Published: MDPI AG 2021-09-01
Series:Remote Sensing
Subjects:
synthetic aperture radar (SAR)
automatic target recognition (ATR)
generative adversarial nets (GANs)
counterfactual sample
small sample set
Online Access:https://www.mdpi.com/2072-4292/13/19/3864

Internet

https://www.mdpi.com/2072-4292/13/19/3864

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