Deep learning-based inversion methods for solving inverse scattering problems with phaseless data

K Xu, L Wu, X Ye, X Chen - IEEE Transactions on Antennas …, 2020 - ieeexplore.ieee.org
Without phase information of the measured field data, the phaseless data inverse scattering
problems (PD-ISPs) counter more serious nonlinearity and ill-posedness compared with full …

Multifrequency particle swarm optimization for enhanced multiresolution GPR microwave imaging

M Salucci, L Poli, N Anselmi… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
An innovative inverse scattering (IS) technique for the simultaneous processing of
multifrequency (MF) ground-penetrating radar (GPR) measurements is proposed. The …

Wavelet-based compressive imaging of sparse targets

N Anselmi, M Salucci, G Oliveri… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
The application of the compressive sensing (CS) paradigm to retrieve non-single-pixels
contrast profiles is discussed. By exploiting a wavelet representation to model complex …

Performance analysis of tomographic methods against experimental contactless multistatic ground penetrating radar

M Ambrosanio, MT Bevacqua, T Isernia… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Ground-penetrating radar (GPR) technology for underground exploration consists of the
transmission of an electromagnetic signal in the ground for sensing the presence of buried …

A contrast source inversion method in the wavelet domain

M Li, O Semerci, A Abubakar - Inverse Problems, 2013 - iopscience.iop.org
We present a contrast source inversion (CSI) algorithm using truncated wavelet
representations. Specifically, we represent the unknown contrast sources and the contrast …

Multiple buried target reconstruction using a multiscale hybrid of diffraction tomography and CMA-ES optimization

M Hajebi, A Hoorfar - IEEE Transactions on Geoscience and …, 2022 - ieeexplore.ieee.org
In this article, a hierarchical stochastic optimization algorithm for profiling of multiple high-
contrast buried objects in large investigation domains (IDs) is presented. As this problem is …

Integrating prior information into microwave tomography Part 1: Impact of detail on image quality

D Kurrant, A Baran, J LoVetri, E Fear - Medical physics, 2017 - Wiley Online Library
Purpose The authors investigate the impact that incremental increases in the level of detail
of patient‐specific prior information have on image quality and the convergence behavior of …

Advanced multi-frequency GPR data processing for non-linear deterministic imaging

M Salucci, L Poli, A Massa - Signal Processing, 2017 - Elsevier
In this paper, the quantitative imaging of the dielectric characteristics of unknown targets
buried in a lossy half-space is performed by suitably processing wide-band ground …

An integrated multiscaling strategy based on a particle swarm algorithm for inverse scattering problems

M Donelli, G Franceschini, A Martini… - IEEE Transactions on …, 2006 - ieeexplore.ieee.org
The application of a multiscale strategy integrated with a stochastic technique to the solution
of nonlinear inverse scattering problems is presented. The approach allows the explicit and …

Microwave-based subsurface characterization through a combined finite element and variable exponent spaces technique

V Schenone, C Estatico, GL Gragnani, M Pastorino… - Sensors, 2022 - mdpi.com
A microwave characterization technique to inspect subsurface scenarios is proposed and
numerically assessed in this paper. The approach is based on a combination of finite …