Zhengfang Wang

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 · 187 citations · Full text

Engineering, Civil Engineering, Computer Science +16

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

Yintao Ji, Fengkai Zhang, Jing Wang et al. · IEEE Sensors Journal · 2021 · 83 citations

Natural Sciences, Earth Sciences, Geophysics +17

Defect segmentation: Mapping tunnel lining internal defects with ground penetrating radar data using a convolutional neural network

Senlin Yang, Zhengfang Wang, Jing Wang et al. · Construction and Building Materials · 2021 · 61 citations

Computing, Civil Engineering, Computer Science +17

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 · 57 citations

Computing, Civil Engineering, Computer Science +15

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 · 55 citations

Computing, Civil Engineering, Computer Science +15