Parallel Connected Generative Adversarial Network with Quadratic Operation for SAR Image Generation and Application for Classification

Parallel Connected Generative Adversarial Network with Quadratic Operation for SAR Image Generation and Application for Classification

Thanks to the availability of large-scale data, deep Convolutional Neural Networks (CNNs) have witnessed success in various applications of computer vision. However, the performance of CNNs on Synthetic Aperture Radar (SAR) image classification is unsatisfactory due to the lack of well-labeled SAR d...

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Bibliographic Details
Main Authors: Chu He, Dehui Xiong, Qingyi Zhang, Mingsheng Liao
Format: Article
Language:English
Published: MDPI AG 2019-02-01
Series:Sensors
Subjects:
Synthetic Aperture Radar (SAR)
image classification
Generative Adversarial Network (GAN)
quadratic operation
Online Access:https://www.mdpi.com/1424-8220/19/4/871

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