A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure

C Koch, K Georgieva, V Kasireddy, B Akinci… - Advanced engineering …, 2015 - Elsevier
To ensure the safety and the serviceability of civil infrastructure it is essential to visually
inspect and assess its physical and functional condition. This review paper presents the …

Automated vision systems for condition assessment of sewer and water pipelines

R Rayhana, Y Jiao, A Zaji, Z Liu - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Sewer networks and water distribution systems are among the most valuable and critical
urban assets for a community. These systems have their respective time span to provide …

A deep learning-based framework for an automated defect detection system for sewer pipes

X Yin, Y Chen, A Bouferguene, H Zaman… - Automation in …, 2020 - Elsevier
The municipal drainage system is a key component of every modern city's infrastructure.
However, as the drainage system ages its pipes gradually deteriorate at rates that vary …

Underground sewer pipe condition assessment based on convolutional neural networks

SI Hassan, LM Dang, I Mehmood, S Im, C Choi… - Automation in …, 2019 - Elsevier
Surveys for assessing the condition of sewer pipeline systems are mainly based on video
surveillance or CCTV, which is a time-consuming process that relies heavily on human labor …

Automatic detection and classification of sewer defects via hierarchical deep learning

Q Xie, D Li, J Xu, Z Yu, J Wang - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Video and image sources are frequently applied in the area of defect inspection in industrial
community. For the recognition and classification of sewer defects, a significant number of …

Sewer defect instance segmentation, localization, and 3D reconstruction for sewer floating capsule robots

X Fang, Q Li, J Zhu, Z Chen, D Zhang, K Wu… - Automation in …, 2022 - Elsevier
Most automated sewer inspection tasks are based on closed-circuit television (CCTV)
methods and focus on image classification or object detection but fail to obtain information …

3D laser point cloud-based geometric digital twin for condition assessment of large diameter pipelines

M Li, X Feng, Q Hu - Tunnelling and Underground Space Technology, 2023 - Elsevier
The increasing aging of underground pipe networks and the lack of effective inspection
technologies present considerable challenges for whole life-cycle management of these …

Vision-based defect inspection and condition assessment for sewer pipes: A comprehensive survey

Y Li, H Wang, LM Dang, HK Song, H Moon - Sensors, 2022 - mdpi.com
Due to the advantages of economics, safety, and efficiency, vision-based analysis
techniques have recently gained conspicuous advancements, enabling them to be …

Review of structural health monitoring techniques in pipeline and wind turbine industries

VB Sharma, K Singh, R Gupta, A Joshi… - Applied System …, 2021 - mdpi.com
There has been enormous growth in the energy sector in the new millennium, and it has
enhanced energy demand, creating an exponential rise in the capital investment in the …

Automated defect detection for sewer pipeline inspection and condition assessment

W Guo, L Soibelman, JH Garrett Jr - Automation in Construction, 2009 - Elsevier
To regularly and proactively assess conditions of sewer infrastructure systems to ensure
their structural integrity and continuity of services, it is critical to advance the state of …