Nonsparse SAR Scene Imaging Network Based on Sparse Representation and Approximate Observations

Nonsparse SAR Scene Imaging Network Based on Sparse Representation and Approximate Observations

Sparse-representation-based synthetic aperture radar (SAR) imaging technology has shown superior potential in the reconstruction of nonsparse scenes. However, many existing compressed sensing (CS) methods with sparse representation cannot obtain an optimal sparse basis and only apply to the sensing...

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Bibliographic Details
Main Authors: Hongwei Zhang, Jiacheng Ni, Kaiming Li, Ying Luo, Qun Zhang
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Remote Sensing
Subjects:
synthetic aperture radar (SAR) imaging
compressive sensing (CS)
deep learning (DL)
approximated observation
sparse representation
Online Access:https://www.mdpi.com/2072-4292/15/17/4126

Internet

https://www.mdpi.com/2072-4292/15/17/4126

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