A Deep Convolutional Generative Adversarial Networks (DCGANs)-Based Semi-Supervised Method for Object Recognition in Synthetic Aperture Radar (SAR) Images

A Deep Convolutional Generative Adversarial Networks (DCGANs)-Based Semi-Supervised Method for Object Recognition in Synthetic Aperture Radar (SAR) Images

Synthetic aperture radar automatic target recognition (SAR-ATR) has made great progress in recent years. Most of the established recognition methods are supervised, which have strong dependence on image labels. However, obtaining the labels of radar images is expensive and time-consuming. In this pa...

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Bibliographic Details
Main Authors: Fei Gao, Yue Yang, Jun Wang, Jinping Sun, Erfu Yang, Huiyu Zhou
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Remote Sensing
Subjects:
SAR target recognition
semi-supervised
DCGANs
joint training
Online Access:http://www.mdpi.com/2072-4292/10/6/846

Internet

http://www.mdpi.com/2072-4292/10/6/846

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