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 …

A fast algorithm of cross-correlated contrast source inversion in homogeneous background media

S Sun, D Dai, X Wang - IEEE Transactions on Antennas and …, 2023 - ieeexplore.ieee.org
Nonlinear iterative inversion methods are computationally expensive, which leads to limited
applications. In this article, a fast algorithm of the cross-correlated contrast source inversion …

Experimental assessment of a novel hybrid scheme for quantitative GPR imaging

V Schenone, A Fedeli, C Estatico… - … and Remote Sensing …, 2021 - ieeexplore.ieee.org
A hybrid inversion procedure for subsoil prospecting by ground-penetrating radar (GPR)
measurements is proposed and experimentally validated in this letter. The approach …

Real-time monitoring of asphalt concrete pavement density during construction using ground penetrating radar: theory to practice

S Wang, S Zhao, IL Al-Qadi - Transportation Research …, 2019 - journals.sagepub.com
Accurate real-time density monitoring is crucial in quality control and quality assurance
during the asphalt concrete (AC) pavement construction process. Ground penetrating radar …

Coherence factor-based polarimetric diffraction tomography for 3-D inverse scattering with a sparse planar array

M Wang, S Sun, D Dai, Y Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
A sparse planar array often suffers from the strong grating-lobes that deteriorate inversion
performance due to spatial undersampling. In this article, a diffraction tomography (DT) …

Quantitative diffraction tomography for weak scatterers based on aliasing modification of the multifrequency spatial spectrum

M Wang, S Sun, D Dai, Y Su… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Diffraction tomography (DT) is a linear approach to solving electromagnetic inverse
scattering problems. Based on the weak scattering assumptions (such as Born or Rytov …

A multiscale optimization technique for large-scale subsurface profiling

M Hajebi, A Hoorfar - IEEE Geoscience and Remote Sensing …, 2020 - ieeexplore.ieee.org
An efficient multiresolution inverse scattering approach is presented for profiling high-
contrast buried targets in large investigation domains (IDs). The proposed technique is …

An enhanced deep learning scheme for electromagnetic imaging of uniaxial objects

CC Chiu, PH Chen, YC Shih… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
This article utilizes artificial intelligence (AI) combined with a modified contrast scheme
(MCS) technique to reconstruct microwave imaging of uniaxial objects. The 2-D …

Cross-Correlated Subspace-Based Optimization Method for Solving Electromagnetic Inverse Scattering Problems

M Wang, S Sun, D Dai, Y Zhang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this article, we have improved the quantitative inversion performance of the cross-
correlated contrast source inversion (CC-CSI) method by incorporating the subspace …

PUP-Net: A twofold physical model embedded 3-d u-net with polarization fusion for solving inverse scattering problems with a sparse planar array

M Wang, S Sun, Y Zhang, D Dai… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this article, a twofold physical model (PM) embedded 3-D U-Net with polarization fusion
(PF), referred to as PUP-Net, is proposed for solving 3-D inverse scattering problems (ISPs) …