Hanchi Liu

GPRInvNet: Deep Learning-Based Ground-Penetrating Radar Data Inversion for Tunnel Linings

Bin Liu, Yuxiao Ren, Hanchi Liu et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 167 citations · Full text

Radar, Dnn Architecture, Gpr Inversion +8

Deep Neural Network-Based Permittivity Inversions for Ground Penetrating Radar Data

Yintao Ji, Fengkai Zhang, Jing Wang et al. · IEEE Sensors Journal · 2021 · 76 citations

Radar, Image Analysis, Engineering +15

Arbitrarily-oriented tunnel lining defects detection from Ground Penetrating Radar images using deep Convolutional Neural networks

Jing Wang, Jiaqi Zhang, Anthony G. Cohn et al. · Automation in Construction · 2021 · 55 citations

Ground Penetrating Radar, Convolutional Neural Network, Image Analysis +7

GPRI2Net: A Deep-Neural-Network-Based Ground Penetrating Radar Data Inversion and Object Identification Framework for Consecutive and Long Survey Lines

Jing Wang, Hanchi Liu, Peng Jiang et al. · IEEE Transactions on Geoscience and Remote Sensing · 2021 · 53 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Deep Learning-Based Rebar Clutters Removal and Defect Echoes Enhancement in GPR Images

Jing Wang, Kefu Chen, Hanchi Liu et al. · IEEE Access · 2021 · 40 citations · Full text

Engineering, Image Analysis, Rebar Clutters +20