381 citations · 799 across the 3 of their papers we have counts for
3 papers
cs.CV2019★ 203 cited
GPRInvNet: Deep Learning-Based Ground Penetrating Radar Data Inversion for Tunnel Lining
Bin Liu, Yuxiao Ren, Hanchi Liu +4
A DNN architecture referred to as GPRInvNet was proposed to tackle the challenges of mapping the ground-penetrating radar (GPR) B-Scan data to complex permittivity maps of subsurfa…
cs.CV2019★ 215 cited
Deep Learning Inversion of Electrical Resistivity Data
Bin Liu, Qian Guo, Shucai Li +6
The inverse problem of electrical resistivity surveys (ERSs) is difficult because of its nonlinear and ill-posed nature. For this task, traditional linear inversion methods still f…
cs.CV2019★ 381 cited
Deep-Learning Inversion of Seismic Data
Shucai Li, Bin Liu, Yuxiao Ren +4
We propose a new method to tackle the mapping challenge from time-series data to spatial image in the field of seismic exploration, i.e., reconstructing the velocity model directly…