Antonios Giannopoulos

18 papers Journal 18
YearRankTypeTitle / Venue / Authors
2024 J jnl
Investigating the Capabilities of Deep Learning for Processing and Interpreting One-Shot Multi-offset GPR Data: A Numerical Case Study for Lunar and Martian Environments.
CoRR
Iraklis Giannakis, Craig Warren, Antonios Giannopoulos, Georgios Leontidis, Yan Su, Feng Zhou, F. Javier Martín-Torres, Nectaria Diamanti
2023 J jnl
Background Removal, Velocity Estimation, and Reverse-Time Migration: A Complete GPR Processing Pipeline Based on Machine Learning.
IEEE Trans. Geosci. Remote. Sens.
Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis
2023 J jnl
GPR Full-Waveform Inversion With Deep-Learning Forward Modeling: A Case Study From Non-Destructive Testing.
IEEE Trans. Geosci. Remote. Sens.
Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis
2022 J jnl
Fractal-Constrained Crosshole/Borehole-to-Surface Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens.
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren, Anastasia Sofroniou
2022 J jnl
On the Limitations of Hyperbola Fitting for Estimating the Radius of Cylindrical Targets in Nondestructive Testing and Utility Detection.
IEEE Geosci. Remote. Sens. Lett.
Iraklis Giannakis, Feng Zhou, Craig Warren, Antonios Giannopoulos
2021 J jnl
A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar.
IEEE Geosci. Remote. Sens. Lett.
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
2021 J jnl
Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax.
CoRR
Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos
2021 J jnl
Optimising the Complex Refractive Index Model for Estimating the Permittivity of Heterogeneous Concrete Models.
Remote. Sens.
Hossain Zadhoush, Antonios Giannopoulos, Iraklis Giannakis
2019 J jnl
A CUDA-based GPU engine for gprMax: Open source FDTD electromagnetic simulation software.
Comput. Phys. Commun.
Craig Warren, Antonios Giannopoulos, Alan Gray, Iraklis Giannakis, Alan Patterson, Laura Wetter, Andre Hamrah
2019 J jnl
A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion.
IEEE Trans. Geosci. Remote. Sens.
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
2019 J jnl
Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion.
IEEE Trans. Geosci. Remote. Sens.
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
2017 J jnl
Characterisation of a ground penetrating radar antenna in lossless homogeneous and lossy heterogeneous environments.
Signal Process.
Craig Warren, Antonios Giannopoulos
2016 J jnl
A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
2016 J jnl
Experimental and Modeled Performance of a Ground Penetrating Radar Antenna in Lossy Dielectrics.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Craig Warren, Antonios Giannopoulos
2016 J jnl
Foreword to the Special Issue on Advances in Ground-Penetrating Radar Research and Applications.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Sébastien Lambot, Antonios Giannopoulos, Lara Pajewski, Evert C. Slob, Motoyuki Sato
2016 J jnl
Model-Based Evaluation of Signal-to-Clutter Ratio for Landmine Detection Using Ground-Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens.
Iraklis Giannakis, Antonios Giannopoulos, Alexander Yarovoy
2016 J jnl
gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar.
Comput. Phys. Commun.
Craig Warren, Antonios Giannopoulos, Iraklis Giannakis
2009 J jnl
Radar Response of Firn Exposed to Seasonal Percolation, Validation Using Cores and FDTD Modeling.
IEEE Trans. Geosci. Remote. Sens.
Ola Brandt, Kirsty Langley, Antonios Giannopoulos, Svein-Erik Hamran, Jack Kohler