Deep Learning-Based Three-dimensional Reconstruction and Spatial Position Mapping of Tunnel Defect Zones

Author:

Wang Jing1ORCID,Wang Wenying1ORCID,Xu Ping2ORCID,Wang Chuan3ORCID,Zhang Ning3ORCID,Gao Sheng1ORCID,Xiao Ganghua1ORCID,Wang Zhengfang1ORCID

Affiliation:

1. School of Control science and engineering, Shandong University, China

2. Shandong Jiekong Electric Technology Co., Ltd, China

3. Shandong Hi-speed Group Co., Ltd and Shandong University, China

Funder

Shandong Province Science and Technology Innovation Capacity Enhancement Project for Small and Medium-sized Enterprises

Key R&D Program of Shandong Province

National Natural Science Foundation of China

Young Innovation Team Program of Shandong Higher Education Institution

Publisher

ACM

Reference14 articles.

1. Liu X, Wang Y, Yu Z, Research on Cracks Image Detection System for Subway Tunnel[C]. 2018 IEEE 4th Information Technology and Mechatronics Engineering Conference (ITOEC). IEEE, 2018: 188-192.

2. Meng Y, Wu H, Niu B. A Method to Improve the Lining Images Quality in Complex Tunnel Scenes[C]. 2020 IEEE 5th International Conference on Image, Vision and Computing (ICIVC). IEEE, 2020: 199-203.

3. Niu B, Wu H, Meng Y. Application of CEM Algorithm in the Field of Tunnel Crack Identification[C]. 2020 IEEE 5th International Conference on Image, Vision and Computing (ICIVC). IEEE, 2020: 232-236.

4. Sealed-Crack Detection Algorithm Using Heuristic Thresholding Approach

5. Linear seam elimination of tunnel crack images based on statistical specific pixels ratio and adaptive fragmented segmentation[J];Qu Z;IEEE Transactions on Intelligent Transportation Systems,2019

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