Antonios Giannopoulos

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 16

Top Topics

Ground Penetrating Radar

Modeling Framework

Top Venues

IEEE Trans. Geosci. Remote. Sens.

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

IEEE Geosci. Remote. Sens. Lett.

Comput. Phys. Commun.

Publications

Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis
Background Removal, Velocity Estimation, and Reverse-Time Migration: A Complete GPR Processing Pipeline Based on Machine Learning. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ourania Patsia, Antonios Giannopoulos, Iraklis Giannakis
GPR Full-Waveform Inversion With Deep-Learning Forward Modeling: A Case Study From Non-Destructive Testing. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Iraklis Giannakis, Feng Zhou, Craig Warren, Antonios Giannopoulos
On the Limitations of Hyperbola Fitting for Estimating the Radius of Cylindrical Targets in Nondestructive Testing and Utility Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren, Anastasia Sofroniou
Fractal-Constrained Crosshole/Borehole-to-Surface Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar. IEEE Geosci. Remote. Sens. Lett. 18 (3) (2021)
Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos
Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax. CoRR (2021)
Hossain Zadhoush, Antonios Giannopoulos, Iraklis Giannakis
Optimising the Complex Refractive Index Model for Estimating the Permittivity of Heterogeneous Concrete Models. Remote. Sens. 13 (4) (2021)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 57 (7) (2019)
Craig Warren, Antonios Giannopoulos, Alan Gray, Iraklis Giannakis, Alan Patterson, Laura Wetter, Andre Hamrah
A CUDA-based GPU engine for gprMax: Open source FDTD electromagnetic simulation software. Comput. Phys. Commun. 237 (2019)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Craig Warren, Antonios Giannopoulos
Characterisation of a ground penetrating radar antenna in lossless homogeneous and lossy heterogeneous environments. Signal Process. 132 (2017)
Iraklis Giannakis, Antonios Giannopoulos, Craig Warren
A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (1) (2016)
Craig Warren, Antonios Giannopoulos
Experimental and Modeled Performance of a Ground Penetrating Radar Antenna in Lossy Dielectrics. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (1) (2016)
Iraklis Giannakis, Antonios Giannopoulos, Alexander Yarovoy
Model-Based Evaluation of Signal-to-Clutter Ratio for Landmine Detection Using Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 54 (6) (2016)
Sébastien Lambot, Antonios Giannopoulos, Lara Pajewski, Evert C. Slob, Motoyuki Sato
Foreword to the Special Issue on Advances in Ground-Penetrating Radar Research and Applications. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (1) (2016)
Craig Warren, Antonios Giannopoulos, Iraklis Giannakis
gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar. Comput. Phys. Commun. 209 (2016)
Ola Brandt, Kirsty Langley, Antonios Giannopoulos, Svein-Erik Hamran, Jack Kohler
Radar Response of Firn Exposed to Seasonal Percolation, Validation Using Cores and FDTD Modeling. IEEE Trans. Geosci. Remote. Sens. 47 (8-2) (2009)