Iraklis Giannakis
Orcid: 0000-0002-5450-9633
According to our database1,
Iraklis Giannakis
authored at least 26 papers
between 2016 and 2024.
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Bibliography
2024
A deep learning framework based on improved self-supervised learning for ground-penetrating radar tunnel lining inspection.
Comput. Aided Civ. Infrastructure Eng., March, 2024
2023
In-Situ Radar Observation of Shallow Lunar Regolith at the Chang'E-5 Landing Site: Research Progress and Perspectives.
Remote. Sens., November, 2023
Remote. Sens., March, 2023
GPR Full-Waveform Inversion With Deep-Learning Forward Modeling: A Case Study From Non-Destructive Testing.
IEEE Trans. Geosci. Remote. Sens., 2023
Background Removal, Velocity Estimation, and Reverse-Time Migration: A Complete GPR Processing Pipeline Based on Machine Learning.
IEEE Trans. Geosci. Remote. Sens., 2023
CoRR, 2023
2022
The Use of GPR and Microwave Tomography for the Assessment of the Internal Structure of Hollow Trees.
IEEE Trans. Geosci. Remote. Sens., 2022
Fractal-Constrained Crosshole/Borehole-to-Surface Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar.
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.
IEEE Geosci. Remote. Sens. Lett., 2022
Deep learning-based nondestructive evaluation of reinforcement bars using ground-penetrating radar and electromagnetic induction data.
Comput. Aided Civ. Infrastructure Eng., 2022
2021
Optimising the Complex Refractive Index Model for Estimating the Permittivity of Heterogeneous Concrete Models.
Remote. Sens., 2021
A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar.
IEEE Geosci. Remote. Sens. Lett., 2021
Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax.
CoRR, 2021
2020
IEEE Trans. Geosci. Remote. Sens., 2020
Mapping and Assessment of Tree Roots Using Ground Penetrating Radar with Low-Cost GPS.
Remote. Sens., 2020
An Enhanced Data Processing Framework for Mapping Tree Root Systems Using Ground Penetrating Radar.
Remote. Sens., 2020
A Reflectivity-Based GPR Signal Processing Methodology for Mapping Tree Root Systems of Street Trees.
Proceedings of the 43rd International Conference on Telecommunications and Signal Processing, 2020
2019
IEEE Trans. Geosci. Remote. Sens., 2019
A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion.
IEEE Trans. Geosci. Remote. Sens., 2019
Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion.
IEEE Trans. Geosci. Remote. Sens., 2019
The Use of Ground Penetrating Radar and Microwave Tomography for the Detection of Decay and Cavities in Tree Trunks.
Remote. Sens., 2019
A CUDA-based GPU engine for gprMax: Open source FDTD electromagnetic simulation software.
Comput. Phys. Commun., 2019
2016
Model-Based Evaluation of Signal-to-Clutter Ratio for Landmine Detection Using Ground-Penetrating Radar.
IEEE Trans. Geosci. Remote. Sens., 2016
A Realistic FDTD Numerical Modeling Framework of Ground Penetrating Radar for Landmine Detection.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar.
Comput. Phys. Commun., 2016
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016