Jiayao Chen

Automated extraction and evaluation of fracture trace maps from rock tunnel face images via deep learning

Jiayao Chen, Mingliang Zhou, Hongwei Huang et al. · International Journal of Rock Mechanics and Mining Sciences · 2021 · 164 citations

Engineering, Geological Engineering, Geology +16

Deep learning based classification of rock structure of tunnel face

Jiayao Chen, T. Y. Yang, Dongming Zhang et al. · Geoscience Frontiers · 2020 · 153 citations · Full text

Computing, Computer Science, Geological Engineering +17

Machine learning-based classification of rock discontinuity trace: SMOTE oversampling integrated with GBT ensemble learning

Jiayao Chen, Hongwei Huang, Anthony G. Cohn et al. · International Journal of Mining Science and Technology · 2021 · 134 citations · Full text

Computing, Computer Science, Earth Sciences +17

Towards Automated 3D Inspection of Water Leakages in Shield Tunnel Linings Using Mobile Laser Scanning Data

Hongwei Huang, Wen Cheng, Mingliang Zhou et al. · Sensors · 2020 · 104 citations · Full text

Computing, Civil Engineering, Computer Science +13

Deep learning-based instance segmentation of cracks from shield tunnel lining images

Hongwei Huang, Shuai Zhao, Dongming Zhang et al. · Structure and Infrastructure Engineering · 2020 · 95 citations

Computing, Civil Engineering, Computer Science +17