HPHR-SAR-Net: Hyperpixel High-Resolution SAR Imaging Network Based on Nonlocal Total Variation

HPHR-SAR-Net: Hyperpixel High-Resolution SAR Imaging Network Based on Nonlocal Total Variation

High resolution is a key trend in the development of synthetic aperture radar (SAR), which enables the capture of fine details and accurate representation of backscattering properties. However, traditional high-resolution SAR imaging algorithms face several challenges. First, these algorithms tend t...

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Bibliographic Details
Main Authors: Guoru Zhou, Zhongqiu Xu, Yizhe Fan, Zhe Zhang, Xiaolan Qiu, Bingchen Zhang, Kun Fu, Yirong Wu
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
Subjects:
Alternating direction method of multipliers (ADMM)
deep unfolding network (DUN)
high resolution
hyperpixel
sparse microwave imaging
synthetic aperture radar (SAR)
Online Access:https://ieeexplore.ieee.org/document/10184009/

Internet

https://ieeexplore.ieee.org/document/10184009/

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