Generative model-based image reconstruction from back-scattered data in computational microwave imaging
Jiaming Zhang,
Cien Zhang,
Rahul Sharma
et al.
Abstract:Conventional microwave imaging can provide high-quality reconstructed images, but is also limited by the increased hardware complexity and a slow data acquisition speed. Although computational imaging (CI)-based systems are developed to be alternatives, they may require substantial computational power and time. To reduce the hardware complexity and computational burden associated with scene reconstructions of CI applications, in this paper, a conditional generative adversarial network (cGAN) is presented to ac… Show more
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