Hai Liu

46 papers C 8Journal 37Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
GPR-FWI-Py: Open-source Python software for multi-scale regularized full waveform inversion in Ground Penetrating Radar using random excitation sources.
Comput. Geosci.
Xiangyu Wang, Hai Liu, Xu Meng, Hesong Hu
2025 J jnl
Trunk Health Condition Inspection Using Integrated 3-D Photogrammetry and Holographic Radar Tomography.
IEEE Trans. Geosci. Remote. Sens.
Lilong Zou, Xuan Feng, Hai Liu, Amir M. Alani, Cai Liu
2024 J jnl
Collaborative Imaging of Subsurface Cavities Using Ground-Pipeline Penetrating Radar.
IEEE Geosci. Remote. Sens. Lett.
Hai Liu, Junhong Chen, Xiaoyu Zhang, Dingwu Dai, Jie Cui, Billie F. Spencer
2024 J jnl
Enhancing GPR Multisource Reverse Time Migration With a Feature Pyramid Attention Network.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Wang, Junhong Chen, Guiquan Yuan, Qin He, Hai Liu
2024 J jnl
FusionInv-GAN: Advancing GPR Data Inversion With RTM-Guided Deep Learning Techniques.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Wang, Guiquan Yuan, Xu Meng, Hai Liu
2024 C conf
Geological Features of Martian Coastline Revealed by Mars Rover Penetrating Radar (Roper) Onboard Zhurong Rover.
IGARSS
Jianhui Li, Hai Liu, Xu Meng, Diwen Duan
2024 J jnl
Refined Modeling of Heterogeneous Medium for Ground-Penetrating Radar Simulation.
Remote. Sens.
Hai Liu, Dingwu Dai, Lilong Zou, Qin He, Xu Meng, Junhong Chen
2024 J jnl
Surface Permittivity Estimation of Southern Utopia Planitia by High-Frequency RoPeR in Tianwen-1 Mars Exploration.
IEEE Trans. Geosci. Remote. Sens.
Lilong Zou, Hai Liu, Amir M. Alani, Guangyou Fang
2024 J jnl
VAE-ResNet Cascade Network: An Advanced Algorithm for Stochastic Clutter Suppression in Ground Penetrating Radar Data.
IEEE Trans. Geosci. Remote. Sens.
Xiangyu Wang, Hai Liu
2023 J jnl
Discrimination Between Dry and Water Ices by Full Polarimetric Radar: Implications for China's First Martian Exploration.
IEEE Trans. Geosci. Remote. Sens.
Hai Liu, Jianhui Li, Xu Meng, Bin Zhou, Guangyou Fang, Billie F. Spencer
2023 J jnl
Improved Detection of Buried Elongated Targets by Dual-Polarization GPR.
IEEE Geosci. Remote. Sens. Lett.
Hai Liu, Feng Ding, Jianhui Li, Xu Meng, Chao Liu, Hongyuan Fang
2022 J jnl
A Study of Automatic Recognition and Localization of Pipeline for Ground Penetrating Radar Based on Deep Learning.
IEEE Geosci. Remote. Sens. Lett.
Haobang Hu, Hongyuan Fang, Niannian Wang, Hai Liu, Jianwei Lei, Duo Ma, Jiaxiu Dong
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 C conf
Ice Detection by Roper Onboard China's "Zhurong" Mars Rover: an Laboratory Experiment.
IGARSS
Jianhui Li, Hai Liu, Xu Meng
2022 — conf
Image Reconstruction and Interpretation of Chang' e-5 Lunar Regolith Penetrating Radar Data.
TSP
Yida Tan, Zhijie Chen, Hai Liu, Xu Meng, Bin Zhou, Guangyou Fang
2022 J jnl
Migration of Ground Penetrating Radar With Antenna Radiation Pattern Correction.
IEEE Geosci. Remote. Sens. Lett.
Hai Liu, Zhijie Chen, Hantao Lu, Feng Han, Chao Liu, Jing Li, Jie Cui
2022 J jnl
Numerical Verification of Full Waveform Inversion for the Chang'E-5 Lunar Regolith Penetrating Array Radar.
IEEE Trans. Geosci. Remote. Sens.
Jing Li, Lige Bai, Hai Liu
2021 C conf
Application of Full-Polarimetric GPR to Rebar Corrosion Detection.
IGARSS
Hai Liu, Jingyang Zhong, Zefan Yang, Xu Meng, Feng Ding
2021 J jnl
Generation of High-Precision Ground Penetrating Radar Images Using Improved Least Square Generative Adversarial Networks.
Remote. Sens.
Yunpeng Yue, Hai Liu, Xu Meng, Yinguang Li, Yanliang Du
2021 J jnl
Hybrid Reconstruction of Subsurface 3-D Objects Using FRTM and VBIM Enhanced by Monte Carlo Method.
IEEE Geosci. Remote. Sens. Lett.
Xi Tang, Jiawen Li, Lixiao Wang, Feng Han, Hai Liu, Qing Huo Liu
2021 J jnl
Penetration Properties of Ground Penetrating Radar Waves Through Rebar Grids.
IEEE Geosci. Remote. Sens. Lett.
Hai Liu, Hantao Lu, Jianying Lin, Feng Han, Chao Liu, Jie Cui, Billie F. Spencer
2020 J jnl
Data Arrangement With Rotation Transformation for Fully Polarimetric Synthetic Aperture Radar.
IEEE Geosci. Remote. Sens. Lett.
Fang Shang, Xiaoyun Huang, Hai Liu, Akira Hirose
2020 J jnl
Subsurface Reconstruction From GPR Data by 1-D DBIM and RTM in Frequency Domain.
IEEE Geosci. Remote. Sens. Lett.
Junping Xiao, Xi Tang, Bingyang Liang, Feng Han, Hai Liu, Qing Huo Liu
2019 J jnl
Filtering out Antenna Effects From GPR Data by an RBF Neural Network.
IEEE Geosci. Remote. Sens. Lett.
Jingwei Zhang, Shengbo Ye, Hai Liu, Li Yi, Guangyou Fang
2019 J jnl
Hybrid Polarimetric GPR Calibration and Elongated Object Orientation Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hai Liu, Xiaoyun Huang, Feng Han, Jie Cui, Billie F. Spencer, Xiongyao Xie
2019 J jnl
Multifrequency 3-D Inversion of GREATEM Data by BCGS-FFT-BIM.
IEEE Trans. Geosci. Remote. Sens.
Chen Qiu, Bingyang Liang, Feng Han, Hai Liu, Chunhui Zhu, Na Liu, Fubo Liu, Guangyou Fang, Qing Huo Liu
2018 J jnl
A Hybrid Method Applied to Improve the Efficiency of Full-Waveform Inversion for Pavement Characterization.
Sensors
Jingwei Zhang, Shengbo Ye, Li Yi, Yuquan Lin, Hai Liu, Guangyou Fang
2018 J jnl
A New Inversion Method Based on Distorted Born Iterative Method for Grounded Electrical Source Airborne Transient Electromagnetics.
IEEE Trans. Geosci. Remote. Sens.
Bingyang Liang, Chen Qiu, Feng Han, Chunhui Zhu, Na Liu, Hai Liu, Fubo Liu, Guangyou Fang, Qing Huo Liu
2018 C conf
Estimating Azimuth of Subsurface Linear Targets By Polarimetric GPR.
IGARSS
Hai Liu, Xiaoyun Huang, Bangan Xing, Jie Cui, Billie F. Spencer, Qing Huo Liu
2018 J jnl
Frequency-Domain Reverse-Time Migration of Ground Penetrating Radar Based on Layered Medium Green's Functions.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hai Liu, Zhijun Long, Feng Han, Guangyou Fang, Qing Huo Liu
2018 J jnl
GPU acceleration of time gating based reverse time migration using the pseudospectral time-domain algorithm.
Comput. Geosci.
Jiangang Xie, Zichao Guo, Hai Liu, Qing Huo Liu
2018 J jnl
Joint Inversion of Electromagnetic and Seismic Data Based on Structural Constraints Using Variational Born Iteration Method.
IEEE Trans. Geosci. Remote. Sens.
Tian Lan, Hai Liu, Na Liu, Jinghe Li, Feng Han, Qing Huo Liu
2018 J jnl
Quantitative Stability Analysis of Ground Penetrating Radar Systems.
IEEE Geosci. Remote. Sens. Lett.
Hai Liu, Bangan Xing, Jinfeng Zhu, Bin Zhou, Fei Wang, Xiongyao Xie, Qing Huo Liu
2018 J jnl
Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor.
Sensors
Feng Zhou, Zhongchang Chen, Hai Liu, Jie Cui, Billie F. Spencer, Guangyou Fang
2017 J jnl
In-Situ Measurement of Soil Permittivity at Various Depths for the Calibration and Validation of Low-Frequency SAR Soil Moisture Models by Using GPR.
Remote. Sens.
Christian N. Koyama, Hai Liu, Kazunori Takahashi, Masanobu Shimada, Manabu Watanabe, Tseedulam Khuut, Motoyuki Sato
2017 J jnl
Three-Dimensional Reconstruction of Objects Embedded in Spherically Layered Media Using Variational Born Iterative Method.
IEEE Geosci. Remote. Sens. Lett.
Yongjin Chen, Paiju Wen, Feng Han, Na Liu, Hai Liu, Qing Huo Liu
2017 J jnl
Three-Dimensional Scattering and Inverse Scattering From a Disturbed Region in Planarly Layered Cold Unmagnetized Plasma Media.
IEEE Geosci. Remote. Sens. Lett.
Paiju Wen, Yongjin Chen, Feng Han, Na Liu, Hai Liu, Qing Huo Liu
2017 J jnl
Two-Dimensional Reverse-Time Migration Applied to GPR With a 3-D-to-2-D Data Conversion.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hai Liu, Zhijun Long, Bo Tian, Feng Han, Guangyou Fang, Qing Huo Liu
2016 J jnl
Post-Earthquake Damage Inspection of Wood-Frame Buildings by a Polarimetric GB-SAR System.
Remote. Sens.
Hai Liu, Christian N. Koyama, Jinfeng Zhu, Qing Huo Liu, Motoyuki Sato
2016 C conf
Reverse-time migration and full waveform inversion applied to a stationary MIMO GPR system.
IGARSS
Hai Liu, Yuxian Zhang, Qiu Chen, Feng Han, Qing Huo Liu
2016 J jnl
Spectral Element Method and Domain Decomposition for Low-Frequency Subsurface EM Simulation.
IEEE Geosci. Remote. Sens. Lett.
Yuanguo Zhou, Linlin Shi, Na Liu, Chunhui Zhu, Hai Liu, Qing Huo Liu
2014 C conf
Investigation on near range SAR for inspecting inner structure of buildings.
IGARSS
Motoyuki Sato, Kazunori Takahashi, Hai Liu, Christian N. Koyama
2014 J jnl
Measurement of Dielectric Permittivity and Thickness of Snow and Ice on a Brackish Lagoon Using GPR.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hai Liu, Kazunori Takahashi, Motoyuki Sato
2013 J jnl
Determination of the phase center position and delay of a Vivaldi antenna.
IEICE Electron. Express
Hai Liu, Motoyuki Sato
2012 C conf
Monitoring of dynamic groundwater level change by ground penetrating radar for quantitattive estinmation of hydraulic parameters.
IGARSS
Hai Liu, Yuya Yokota, Kazunori Takahashi, Motoyuki Sato
2011 C conf
Robust estimation of dielectric constant by GPR using an antenna array.
IGARSS
Hai Liu, Motoyuki Sato