Target Recognition in SAR Images Using Complex-Valued Network Guided with Sub-Aperture Decomposition

Target Recognition in SAR Images Using Complex-Valued Network Guided with Sub-Aperture Decomposition

Synthetic aperture radar (SAR) images have special physical scattering characteristics owing to their unique imaging mechanism. Traditional deep learning algorithms usually extract features from real-valued SAR images in a purely data-driven manner, which may ignore some important physical scatterin...

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Bibliographic Details
Main Authors: Ruonan Wang, Zhaocheng Wang, Yu Chen, Hailong Kang, Feng Luo, Yingxi Liu
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
target recognition
synthetic aperture radar (SAR)
sub-aperture decomposition
complex-valued convolutional neural networks (CV-CNNs)
Online Access:https://www.mdpi.com/2072-4292/15/16/4031

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https://www.mdpi.com/2072-4292/15/16/4031

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