29 citations · 37 across the 3 of their papers we have counts for
3 papers
GAN-driven Electromagnetic Imaging of 2-D Dielectric Scatterers
Ehtasham Naseer, Ali Imran Sandhu, Muhammad Adnan Siddique +3
Inverse scattering problems are inherently challenging, given the fact they are ill-posed and nonlinear. This paper presents a powerful deep learning-based approach that relies on…
ANN-assisted CoSaMP Algorithm for Linear Electromagnetic Imaging of Spatially Sparse Domains
Ali I. Sandhu, Salman A. Shaukat, Abdulla Desmal +1
Greedy pursuit algorithms (GPAs) are widely used to reconstruct sparse signals. Even though many electromagnetic (EM) inverse scattering problems are solved on sparse investigation…
An Accelerated Nonlinear Contrast Source Inversion Scheme For Sparse Electromagnetic Imaging
Ali I. Sandhu, Abdulla Desmal, Hakan Bagci
An efficient nonlinear contrast source inversion scheme for electromagnetic imaging of sparse two-dimensional investigation domains is proposed. To avoid generating a sequence of l…