Kuang, G. et al. 2022. Review on Machine Learning-based Defect Detection of Shield Tunnel Lining. Periodica Polytechnica Civil Engineering. 66, 3 (Jan. 2022), 943–957. https://doi.org/10.3311/PPci.19859.