Deep convolutional denoising autoencoders with network structure optimization for the high-fidelity attenuation of random GPR noise D Feng, X Wang, X Wang, S Ding, H Zhang Remote Sensing 13 (9), 1761, 2021 | 26 | 2021 |
Wavefield reconstruction inversion of GPR data for permittivity and conductivity models in the frequency domain based on modified total variation regularization D Feng, S Ding, X Wang, X Wang IEEE Transactions on Geoscience and Remote Sensing 60, 1-14, 2021 | 24 | 2021 |
New dynamic stochastic source encoding combined with a minmax-concave total variation regularization strategy for full waveform inversion D Feng, X Wang, X Wang IEEE Transactions on Geoscience and Remote Sensing 58 (11), 7753-7771, 2020 | 17 | 2020 |
GPR detection localization of underground structures based on deep learning and reverse time migration J Lei, H Fang, Y Zhu, Z Chen, X Wang, B Xue, M Yang, N Wang NDT & E International 143, 103043, 2024 | 13 | 2024 |
GPR data reconstruction using residual feature distillation block U-Net Q Dai, Y He, Y Lei, J Lei, X Wang, B Zhang IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2023 | 8 | 2023 |
VAE-ResNet Cascade Network: An Advanced Algorithm for Stochastic Clutter Suppression in Ground Penetrating Radar Data X Wang, H Liu IEEE Transactions on Geoscience and Remote Sensing, 2024 | 5 | 2024 |
Enhanced imaging of concealed defects behind concrete linings using residual channel attention network for rebar clutter suppression X Wang, H Liu, X Meng, J Cui, Y Du Automation in Construction 166, 105574, 2024 | 4 | 2024 |
Enhancing full-waveform inversion of field GPR data: A source-independent approach with dynamic reference selection via SE-Wave-U-Net X Wang, J Chen, H Liu Geophysics 90 (1), KS15-KS30, 2025 | 1 | 2025 |
FusionInv-GAN: Advancing GPR Data Inversion with RTM-Guided Deep Learning Techniques X Wang, G Yuan, X Meng, H Liu IEEE Transactions on Geoscience and Remote Sensing, 2024 | 1 | 2024 |
GPR-FWI-Py: Open-source Python software for multi-scale regularized full waveform inversion in Ground Penetrating Radar using random excitation sources X Wang, H Liu, X Meng, H Hu Computers & Geosciences, 105870, 2025 | | 2025 |
Enhancing GPR Multi-Source Reverse Time Migration with a Feature Pyramid Attention Network X Wang, J Chen, G Yuan, Q He, H Liu IEEE Transactions on Geoscience and Remote Sensing, 2024 | | 2024 |