Synthetic SAR Data Generator Using Pix2pix cGAN Architecture for Automatic Target Recognition

Synthetic Aperture Radar (SAR) technology has unique advantages but faces challenges in obtaining enough data for noncooperative target classes. We propose a method to generate synthetic SAR data using a modified pix2pix Conditional Generative Adversarial Networks (cGAN) architecture. The cGAN is tr...

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Bibliographic Details
Main Authors: Gustavo F. Araujo, Renato Machado, Mats I. Pettersson
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10363188/