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Iraklis Giannakis
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2020 – today
- 2024
- [j22]Jian Huang, Xi Yang
, Feng Zhou, Xiaofeng Li, Bin Zhou, Song Lu, Sergey I. Ivashov, Iraklis Giannakis
A deep learning framework based on improved self-supervised learning for ground-penetrating radar tunnel lining inspection. Comput. Aided Civ. Infrastructure Eng. 39(6): 814-833 (2024) - [i3]Iraklis Giannakis, Craig Warren, Antonios Giannopoulos, Georgios Leontidis, Yan Su, Feng Zhou, Javier Martin-Torres, Nectaria Diamanti:
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 abs/2410.14386 (2024) - 2023
- [j21]Federico Mansilla
Unveiling the Subsurface of Late Amazonian Lava Flows at Echus Chasma, on Mars. Remote. Sens. 15(5): 1357 (2023) - [j20]Feiyang Fang
In-Situ Radar Observation of Shallow Lunar Regolith at the Chang'E-5 Landing Site: Research Progress and Perspectives. Remote. Sens. 15(21): 5173 (2023) - [j19]Ourania Patsia
Background Removal, Velocity Estimation, and Reverse-Time Migration: A Complete GPR Processing Pipeline Based on Machine Learning. IEEE Trans. Geosci. Remote. Sens. 61: 1-11 (2023) - [j18]Ourania Patsia
GPR Full-Waveform Inversion With Deep-Learning Forward Modeling: A Case Study From Non-Destructive Testing. IEEE Trans. Geosci. Remote. Sens. 61: 1-10 (2023) - [i2]Iraklis Giannakis
Deep learning universal crater detection using Segment Anything Model (SAM). CoRR abs/2304.07764 (2023) - 2022
- [j17]Xiaofeng Li, Hai Liu, Feng Zhou, Zhongchang Chen, Iraklis Giannakis
Deep learning-based nondestructive evaluation of reinforcement bars using ground-penetrating radar and electromagnetic induction data. Comput. Aided Civ. Infrastructure Eng. 37(14): 1834-1853 (2022) - [j16]Iraklis Giannakis
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: 1-5 (2022) - [j15]Iraklis Giannakis
Fractal-Constrained Crosshole/Borehole-to-Surface Full-Waveform Inversion for Hydrogeological Applications Using Ground-Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j14]Fabio Tosti
The Use of GPR and Microwave Tomography for the Assessment of the Internal Structure of Hollow Trees. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - 2021
- [j13]Iraklis Giannakis
A Machine Learning Scheme for Estimating the Diameter of Reinforcing Bars Using Ground Penetrating Radar. IEEE Geosci. Remote. Sens. Lett. 18(3): 461-465 (2021) - [j12]Hossain Zadhoush
Optimising the Complex Refractive Index Model for Estimating the Permittivity of Heterogeneous Concrete Models. Remote. Sens. 13(4): 723 (2021) - [i1]Sylwia Majchrowska, Iraklis Giannakis, Craig Warren, Antonios Giannopoulos:
Modelling Arbitrary Complex Dielectric Properties - an automated implementation for gprMax. CoRR abs/2109.01928 (2021) - 2020
- [j11]Lilong Zou
Mapping and Assessment of Tree Roots Using Ground Penetrating Radar with Low-Cost GPS. Remote. Sens. 12(8): 1300 (2020) - [j10]Livia Lantini
An Enhanced Data Processing Framework for Mapping Tree Root Systems Using Ground Penetrating Radar. Remote. Sens. 12(20): 3417 (2020) - [j9]Iraklis Giannakis
Diagnosing Emerging Infectious Diseases of Trees Using Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 58(2): 1146-1155 (2020) - [c2]Livia Lantini
A Reflectivity-Based GPR Signal Processing Methodology for Mapping Tree Root Systems of Street Trees. TSP 2020: 449-452
2010 – 2019
- 2019
- [j8]Craig Warren
A CUDA-based GPU engine for gprMax: Open source FDTD electromagnetic simulation software. Comput. Phys. Commun. 237: 208-218 (2019) - [j7]Amir Morteza Alani, Francesco Soldovieri
The Use of Ground Penetrating Radar and Microwave Tomography for the Detection of Decay and Cavities in Tree Trunks. Remote. Sens. 11(18): 2073 (2019) - [j6]Iraklis Giannakis
Realistic FDTD GPR Antenna Models Optimized Using a Novel Linear/Nonlinear Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 57(3): 1768-1778 (2019) - [j5]Iraklis Giannakis
A Machine Learning-Based Fast-Forward Solver for Ground Penetrating Radar With Application to Full-Waveform Inversion. IEEE Trans. Geosci. Remote. Sens. 57(7): 4417-4426 (2019) - [j4]Iraklis Giannakis
Health Monitoring of Tree Trunks Using Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 57(10): 8317-8326 (2019) - 2016
- [j3]Craig Warren
gprMax: Open source software to simulate electromagnetic wave propagation for Ground Penetrating Radar. Comput. Phys. Commun. 209: 163-170 (2016) - [j2]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): 37-51 (2016) - [j1]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): 3564-3573 (2016) - [c1]Iraklis Giannakis, Shengzhi Xu
Signal processing for landmine detection using ground penetrating radar. IGARSS 2016: 7442-7445
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