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Hai Liu
ORCID
Publication Activity (10 Years)
Years Active: 2016-2024
Publications (10 Years): 33
Top Topics
Synthetic Aperture Radar
Monte Carlo
Structural Constraints
Ground Penetrating Radar
Top Venues
IEEE Geosci. Remote. Sens. Lett.
IEEE Trans. Geosci. Remote. Sens.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Remote. Sens.
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Publications
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Xiangyu Wang
,
Hai Liu
VAE-ResNet Cascade Network: An Advanced Algorithm for Stochastic Clutter Suppression in Ground Penetrating Radar Data.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Hai Liu
,
Junhong Chen
,
Xiaoyu Zhang
,
Dingwu Dai
,
Jie Cui
,
Billie F. Spencer
Collaborative Imaging of Subsurface Cavities Using Ground-Pipeline Penetrating Radar.
IEEE Geosci. Remote. Sens. Lett.
21 (2024)
Lilong Zou
,
Hai Liu
,
Amir M. Alani
,
Guangyou Fang
Surface Permittivity Estimation of Southern Utopia Planitia by High-Frequency RoPeR in Tianwen-1 Mars Exploration.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Xiangyu Wang
,
Junhong Chen
,
Guiquan Yuan
,
Qin He
,
Hai Liu
Enhancing GPR Multisource Reverse Time Migration With a Feature Pyramid Attention Network.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Hai Liu
,
Feng Ding
,
Jianhui Li
,
Xu Meng
,
Chao Liu
,
Hongyuan Fang
Improved Detection of Buried Elongated Targets by Dual-Polarization GPR.
IEEE Geosci. Remote. Sens. Lett.
20 (2023)
Hai Liu
,
Jianhui Li
,
Xu Meng
,
Bin Zhou
,
Guangyou Fang
,
Billie F. Spencer
Discrimination Between Dry and Water Ices by Full Polarimetric Radar: Implications for China's First Martian Exploration.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Hai Liu
,
Zhijie Chen
,
Hantao Lu
,
Feng Han
,
Chao Liu
,
Jing Li
,
Jie Cui
Migration of Ground Penetrating Radar With Antenna Radiation Pattern Correction.
IEEE Geosci. Remote. Sens. Lett.
19 (2022)
Yida Tan
,
Zhijie Chen
,
Hai Liu
,
Xu Meng
,
Bin Zhou
,
Guangyou Fang
Image Reconstruction and Interpretation of Chang' e-5 Lunar Regolith Penetrating Radar Data.
TSP
(2022)
Jing Li
,
Lige Bai
,
Hai Liu
Numerical Verification of Full Waveform Inversion for the Chang'E-5 Lunar Regolith Penetrating Array Radar.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Xiaofeng Li
,
Hai Liu
,
Feng Zhou
,
Zhongchang Chen
,
Iraklis Giannakis
,
Evert C. Slob
Deep learning-based nondestructive evaluation of reinforcement bars using ground-penetrating radar and electromagnetic induction data.
Comput. Aided Civ. Infrastructure Eng.
37 (14) (2022)
Haobang Hu
,
Hongyuan Fang
,
Niannian Wang
,
Hai Liu
,
Jianwei Lei
,
Duo Ma
,
Jiaxiu Dong
A Study of Automatic Recognition and Localization of Pipeline for Ground Penetrating Radar Based on Deep Learning.
IEEE Geosci. Remote. Sens. Lett.
19 (2022)
Hai Liu
,
Hantao Lu
,
Jianying Lin
,
Feng Han
,
Chao Liu
,
Jie Cui
,
Billie F. Spencer
Penetration Properties of Ground Penetrating Radar Waves Through Rebar Grids.
IEEE Geosci. Remote. Sens. Lett.
18 (7) (2021)
Xi Tang
,
Jiawen Li
,
Lixiao Wang
,
Feng Han
,
Hai Liu
,
Qing Huo Liu
Hybrid Reconstruction of Subsurface 3-D Objects Using FRTM and VBIM Enhanced by Monte Carlo Method.
IEEE Geosci. Remote. Sens. Lett.
18 (2) (2021)
Fang Shang
,
Xiaoyun Huang
,
Hai Liu
,
Akira Hirose
Data Arrangement With Rotation Transformation for Fully Polarimetric Synthetic Aperture Radar.
IEEE Geosci. Remote. Sens. Lett.
17 (3) (2020)
Junping Xiao
,
Xi Tang
,
Bingyang Liang
,
Feng Han
,
Hai Liu
,
Qing Huo Liu
Subsurface Reconstruction From GPR Data by 1-D DBIM and RTM in Frequency Domain.
IEEE Geosci. Remote. Sens. Lett.
17 (4) (2020)
Chen Qiu
,
Bingyang Liang
,
Feng Han
,
Hai Liu
,
Chunhui Zhu
,
Na Liu
,
Fubo Liu
,
Guangyou Fang
,
Qing Huo Liu
Multifrequency 3-D Inversion of GREATEM Data by BCGS-FFT-BIM.
IEEE Trans. Geosci. Remote. Sens.
57 (4) (2019)
Hai Liu
,
Xiaoyun Huang
,
Feng Han
,
Jie Cui
,
Billie F. Spencer
,
Xiongyao Xie
Hybrid Polarimetric GPR Calibration and Elongated Object Orientation Estimation.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
12 (7) (2019)
Jingwei Zhang
,
Shengbo Ye
,
Hai Liu
,
Li Yi
,
Guangyou Fang
Filtering out Antenna Effects From GPR Data by an RBF Neural Network.
IEEE Geosci. Remote. Sens. Lett.
16 (9) (2019)
Feng Zhou
,
Zhongchang Chen
,
Hai Liu
,
Jie Cui
,
Billie F. Spencer
,
Guangyou Fang
Simultaneous Estimation of Rebar Diameter and Cover Thickness by a GPR-EMI Dual Sensor.
Sensors
18 (9) (2018)
Hai Liu
,
Xiaoyun Huang
,
Bangan Xing
,
Jie Cui
,
Billie F. Spencer
,
Qing Huo Liu
Estimating Azimuth of Subsurface Linear Targets By Polarimetric GPR.
IGARSS
(2018)
Jiangang Xie
,
Zichao Guo
,
Hai Liu
,
Qing Huo Liu
GPU acceleration of time gating based reverse time migration using the pseudospectral time-domain algorithm.
Comput. Geosci.
117 (2018)
Bingyang Liang
,
Chen Qiu
,
Feng Han
,
Chunhui Zhu
,
Na Liu
,
Hai Liu
,
Fubo Liu
,
Guangyou Fang
,
Qing Huo Liu
A New Inversion Method Based on Distorted Born Iterative Method for Grounded Electrical Source Airborne Transient Electromagnetics.
IEEE Trans. Geosci. Remote. Sens.
56 (2) (2018)
Tian Lan
,
Hai Liu
,
Na Liu
,
Jinghe Li
,
Feng Han
,
Qing Huo Liu
Joint Inversion of Electromagnetic and Seismic Data Based on Structural Constraints Using Variational Born Iteration Method.
IEEE Trans. Geosci. Remote. Sens.
56 (1) (2018)
Hai Liu
,
Bangan Xing
,
Jinfeng Zhu
,
Bin Zhou
,
Fei Wang
,
Xiongyao Xie
,
Qing Huo Liu
Quantitative Stability Analysis of Ground Penetrating Radar Systems.
IEEE Geosci. Remote. Sens. Lett.
15 (4) (2018)
Jingwei Zhang
,
Shengbo Ye
,
Li Yi
,
Yuquan Lin
,
Hai Liu
,
Guangyou Fang
A Hybrid Method Applied to Improve the Efficiency of Full-Waveform Inversion for Pavement Characterization.
Sensors
18 (9) (2018)
Hai Liu
,
Zhijun Long
,
Feng Han
,
Guangyou Fang
,
Qing Huo Liu
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.
11 (8) (2018)
Christian N. Koyama
,
Hai Liu
,
Kazunori Takahashi
,
Masanobu Shimada
,
Manabu Watanabe
,
Tseedulam Khuut
,
Motoyuki Sato
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.
9 (6) (2017)
Hai Liu
,
Zhijun Long
,
Bo Tian
,
Feng Han
,
Guangyou Fang
,
Qing Huo Liu
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.
10 (10) (2017)
Paiju Wen
,
Yongjin Chen
,
Feng Han
,
Na Liu
,
Hai Liu
,
Qing Huo Liu
Three-Dimensional Scattering and Inverse Scattering From a Disturbed Region in Planarly Layered Cold Unmagnetized Plasma Media.
IEEE Geosci. Remote. Sens. Lett.
14 (4) (2017)
Yongjin Chen
,
Paiju Wen
,
Feng Han
,
Na Liu
,
Hai Liu
,
Qing Huo Liu
Three-Dimensional Reconstruction of Objects Embedded in Spherically Layered Media Using Variational Born Iterative Method.
IEEE Geosci. Remote. Sens. Lett.
14 (7) (2017)
Yuanguo Zhou
,
Linlin Shi
,
Na Liu
,
Chunhui Zhu
,
Hai Liu
,
Qing Huo Liu
Spectral Element Method and Domain Decomposition for Low-Frequency Subsurface EM Simulation.
IEEE Geosci. Remote. Sens. Lett.
13 (4) (2016)
Hai Liu
,
Yuxian Zhang
,
Qiu Chen
,
Feng Han
,
Qing Huo Liu
Reverse-time migration and full waveform inversion applied to a stationary MIMO GPR system.
IGARSS
(2016)
Hai Liu
,
Christian N. Koyama
,
Jinfeng Zhu
,
Qing Huo Liu
,
Motoyuki Sato
Post-Earthquake Damage Inspection of Wood-Frame Buildings by a Polarimetric GB-SAR System.
Remote. Sens.
8 (11) (2016)