Hui Qin
Associate Professor
Supervisor of Doctorate Candidates
Supervisor of Master's Candidates
Paper Publications
Automatic recognition of tunnel lining elements from GPR images using deep convolutional networks with data augmentation
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Date of Publication:2022-10-05
Journal:AUTOMATION IN CONSTRUCTION
Institution:建设工程学部
Volume:130
ISSN:0926-5805
Key Words:"Ground penetrating radar (GPR); Tunnel lining; Deep learning; Convolutional neural networks (CNN); Data augmentation"