Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation

Automation in Construction - Tập 130 - Trang 103830 - 2021
Hui Qin1, Donghao Zhang1, Yu Tang2, Yuanzheng Wang1
1State Key Laboratory of Coastal and Offshore Engineering, Dalian University of Technology, Dalian 116024, China
2School of Hydraulic Engineering, Dalian University of Technology, Dalian 116024, China