Antonios Giannopoulos

According to our database, Antonios Giannopoulos authored at least 18 papers between 2009 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

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.

Iraklis Giannakis, Craig Warren, Antonios Giannopoulos, Georgios Leontidis, Yan Su, Feng Zhou, Javier Martin-Torres, Nectaria Diamanti

CoRR, 2024

2023

GPR Full-Waveform Inversion With Deep-Learning Forward Modeling: A Case Study From Non-Destructive Testing.

Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis

IEEE Trans. Geosci. Remote. Sens., 2023

Background Removal, Velocity Estimation, and Reverse-Time Migration: A Complete GPR Processing Pipeline Based on Machine Learning.

Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis

IEEE Trans. Geosci. Remote. Sens., 2023

2022

Fractal-Constrained Crosshole/Borehole-to-Surface Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar.

Iraklis Giannakis, Antonios Giannopoulos, Craig Warren, Anastasia Sofroniou

IEEE Trans. Geosci. Remote. Sens., 2022

On the Limitations of Hyperbola Fitting for Estimating the Radius of Cylindrical Targets in Nondestructive Testing and Utility Detection.

Iraklis Giannakis, Feng Zhou, Craig Warren, Antonios Giannopoulos

IEEE Geosci. Remote. Sens. Lett., 2022

2021

Optimising the Complex Refractive Index Model for Estimating the Permittivity of Heterogeneous Concrete Models.

Hossain Zadhoush, Antonios Giannopoulos, Iraklis Giannakis

Remote. Sens., 2021

A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar.

Iraklis Giannakis, Antonios Giannopoulos, Craig Warren

IEEE Geosci. Remote. Sens. Lett., 2021

Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax.

Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos

CoRR, 2021

2019

A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion.

Iraklis Giannakis, Antonios Giannopoulos, Craig Warren

IEEE Trans. Geosci. Remote. Sens., 2019

Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion.

Iraklis Giannakis, Antonios Giannopoulos, Craig Warren

IEEE Trans. Geosci. Remote. Sens., 2019

A CUDA-based GPU engine for gprMax: Open source FDTD electromagnetic simulation software.

Craig Warren, Antonios Giannopoulos, Alan Gray, Iraklis Giannakis, Alan Patterson, Laura Wetter, Andre Hamrah

Comput. Phys. Commun., 2019

2017

Characterisation of a ground penetrating radar antenna in lossless homogeneous and lossy heterogeneous environments.

Craig Warren, Antonios Giannopoulos

Signal Process., 2017

2016

Model-Based Evaluation of Signal-to-Clutter Ratio for Landmine Detection Using Ground-Penetrating Radar.

Iraklis Giannakis, Antonios Giannopoulos, Alexander Yarovoy

IEEE Trans. Geosci. Remote. Sens., 2016

Experimental and Modeled Performance of a Ground Penetrating Radar Antenna in Lossy Dielectrics.

Craig Warren, Antonios Giannopoulos

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

Foreword to the Special Issue on Advances in Ground-Penetrating Radar Research and Applications.

Sébastien Lambot, Antonios Giannopoulos, Lara Pajewski, Evert C. Slob, Motoyuki Sato

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection.

Iraklis Giannakis, Antonios Giannopoulos, Craig Warren

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016

gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar.

Craig Warren, Antonios Giannopoulos, Iraklis Giannakis

Comput. Phys. Commun., 2016

2009

Radar Response of Firn Exposed to Seasonal Percolation, Validation Using Cores and FDTD Modeling.

Ola Brandt, Kirsty Langley, Antonios Giannopoulos, Svein-Erik Hamran, Jack Kohler

IEEE Trans. Geosci. Remote. Sens., 2009