High-Resolution ISAR Imaging Based on Plug-and-Play 2D ADMM-Net

We propose a deep learning architecture, dubbed Plug-and-play 2D ADMM-Net (PAN), by combining model-driven deep networks and data-driven deep networks for effective high-resolution 2D inverse synthetic aperture radar (ISAR) imaging with various signal-to-noise ratios (SNR) and incomplete data scenar...

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Autores principales:	Xiaoyong Li, Xueru Bai, Yujie Zhang, Feng Zhou
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	MDPI AG 2022-02-01
Colección:	Remote Sensing
Materias:	inverse synthetic aperture radar (ISAR) imaging sparse signal reconstruction plug-and-play unrolling plug-and-play 2D ADMM-Net (PAN)
Acceso en línea:	https://www.mdpi.com/2072-4292/14/4/901
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