Image Generation and Super-Resolution Reconstruction of Synthetic Aperture Radar Images Based on an Improved Single-Image Generative Adversarial Network

Image Generation and Super-Resolution Reconstruction of Synthetic Aperture Radar Images Based on an Improved Single-Image Generative Adversarial Network

This paper presents a novel method for the super-resolution reconstruction and generation of synthetic aperture radar (SAR) images with an improved single-image generative adversarial network (ISinGAN). Unlike traditional machine learning methods typically requiring large datasets, SinGAN needs only...

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Bibliographic Details
Main Authors: Xuguang Yang, Lixia Nie, Yun Zhang, Ling Zhang
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Information
Subjects:
generative adversarial network
image generation
super resolution
Online Access:https://www.mdpi.com/2078-2489/16/5/370
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