Iraklis Giannakis

28 papers C 1Journal 26Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Predicting Martian Regolith Permittivity Using Deep Learning Methods - Revisiting Southern Utopia Planitia.
IEEE Geosci. Remote. Sens. Lett.
Qinfen Cai, Feng Zhou, Iraklis Giannakis, Sijing Liu, Xiangyun Hu
2024 J jnl
A deep learning framework based on improved self-supervised learning for ground-penetrating radar tunnel lining inspection.
Comput. Aided Civ. Infrastructure Eng.
Jian Huang, Xi Yang, Feng Zhou, Xiaofeng Li, Bin Zhou, Song Lu, Sergey I. Ivashov, Iraklis Giannakis, Fannian Kong, Evert C. Slob
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
Deep learning universal crater detection using Segment Anything Model (SAM).
CoRR
Iraklis Giannakis, Anshuman Bhardwaj, Lydia Sam, Georgios Leontidis
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
2023 J jnl
In-Situ Radar Observation of Shallow Lunar Regolith at the Chang'E-5 Landing Site: Research Progress and Perspectives.
Remote. Sens.
Feiyang Fang, Chunyu Ding, Jianqing Feng, Yan Su, Ravi Sharma, Iraklis Giannakis
2023 J jnl
Unveiling the Subsurface of Late Amazonian Lava Flows at Echus Chasma, on Mars.
Remote. Sens.
Federico Mansilla, Maria-Paz Zorzano, Iraklis Giannakis, Javier Ruiz
2022 J jnl
Deep learning-based nondestructive evaluation of reinforcement bars using ground-penetrating radar and electromagnetic induction data.
Comput. Aided Civ. Infrastructure Eng.
Xiaofeng Li, Hai Liu, Feng Zhou, Zhongchang Chen, Iraklis Giannakis, Evert C. Slob
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
2022 J jnl
The Use of GPR and Microwave Tomography for the Assessment of the Internal Structure of Hollow Trees.
IEEE Trans. Geosci. Remote. Sens.
Fabio Tosti, Gianluca Gennarelli, Livia Lantini, Ilaria Catapano, Francesco Soldovieri, Iraklis Giannakis, Amir M. Alani
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
2020 — conf
A Reflectivity-Based GPR Signal Processing Methodology for Mapping Tree Root Systems of Street Trees.
TSP
Livia Lantini, Iraklis Giannakis, Fabio Tosti, Dale Mortimer, Amir Morteza Alani
2020 J jnl
An Enhanced Data Processing Framework for Mapping Tree Root Systems Using Ground Penetrating Radar.
Remote. Sens.
Livia Lantini, Fabio Tosti, Iraklis Giannakis, Lilong Zou, Andrea Benedetto, Amir M. Alani
2020 J jnl
Diagnosing Emerging Infectious Diseases of Trees Using Ground Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens.
Iraklis Giannakis, Fabio Tosti, Livia Lantini, Amir Morteza Alani
2020 J jnl
Mapping and Assessment of Tree Roots Using Ground Penetrating Radar with Low-Cost GPS.
Remote. Sens.
Lilong Zou, Yan Wang, Iraklis Giannakis, Fabio Tosti, Amir Morteza Alani, Motoyuki Sato
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
Health Monitoring of Tree Trunks Using Ground Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens.
Iraklis Giannakis, Fabio Tosti, Livia Lantini, Amir Morteza Alani
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
2019 J jnl
The Use of Ground Penetrating Radar and Microwave Tomography for the Detection of Decay and Cavities in Tree Trunks.
Remote. Sens.
Amir Morteza Alani, Francesco Soldovieri, Ilaria Catapano, Iraklis Giannakis, Gianluca Gennarelli, Livia Lantini, Giovanni Ludeno, Fabio Tosti
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
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 C conf
Signal processing for landmine detection using ground penetrating radar.
IGARSS
Iraklis Giannakis, Shengzhi Xu, Pascal Aubry, Alexander Yarovoy, Jacopo Sala
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