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eess.SP2022★ 9 cited
Unrolled Optimization with Deep Learning-based Priors for Phaseless Inverse Scattering Problems
Samruddhi Deshmukh, Amartansh Dubey, Ross Murch
Inverse scattering problems, such as those in electromagnetic imaging using phaseless data (PD-ISPs), involve imaging objects using phaseless measurements of wave scattering. Such…
eess.SP2021★ 21 cited
Physics Assisted Deep Learning for Indoor Imaging using Phaseless Wi-Fi Measurements
Samruddhi Deshmukh, Amartansh Dubey, Dingfei Ma +2
A physics assisted deep learning framework to perform accurate indoor imaging using phaseless Wi-Fi measurements is proposed. It is able to image objects that are large (compared t…