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A review of computer vision–based structural health monitoring at local and global levels
Structural health monitoring at local and global levels using computer vision technologies
has gained much attention in the structural health monitoring community in research and …
has gained much attention in the structural health monitoring community in research and …
Data-driven structural health monitoring and damage detection through deep learning: State-of-the-art review
Data-driven methods in structural health monitoring (SHM) is gaining popularity due to
recent technological advancements in sensors, as well as high-speed internet and cloud …
recent technological advancements in sensors, as well as high-speed internet and cloud …
Advances in computer vision-based civil infrastructure inspection and monitoring
Computer vision techniques, in conjunction with acquisition through remote cameras and
unmanned aerial vehicles (UAVs), offer promising non-contact solutions to civil infrastructure …
unmanned aerial vehicles (UAVs), offer promising non-contact solutions to civil infrastructure …
Vision-based modal survey of civil infrastructure using unmanned aerial vehicles
Computer vision techniques for extracting dynamic structural displacements from videos are
gaining increasing acceptance for the purposes of system identification and structural health …
gaining increasing acceptance for the purposes of system identification and structural health …
MaDnet: multi-task semantic segmentation of multiple types of structural materials and damage in images of civil infrastructure
Manual visual inspection is the most common means of assessing the condition of civil
infrastructure in the United States, but can be exceedingly laborious, time-consuming, and …
infrastructure in the United States, but can be exceedingly laborious, time-consuming, and …
Vision-based navigation planning for autonomous post-earthquake inspection of reinforced concrete railway viaducts using unmanned aerial vehicles
This research proposes an approach for vision-based autonomous navigation planning of
unmanned aerial vehicles for the collection of images suitable for the rapid post-earthquake …
unmanned aerial vehicles for the collection of images suitable for the rapid post-earthquake …
Physics-based graphics models in 3D synthetic environments as autonomous vision-based inspection testbeds
Manual visual inspection of civil infrastructure is high-risk, subjective, and time-consuming.
The success of deep learning and the proliferation of low-cost consumer robots has spurred …
The success of deep learning and the proliferation of low-cost consumer robots has spurred …
Synthetic environments for vision-based structural condition assessment of Japanese high-speed railway viaducts
Civil infrastructure condition assessment using visual recognition methods has shown
significant potential for automating various aspects of the problem, including identification …
significant potential for automating various aspects of the problem, including identification …
Automated bridge component recognition from point clouds using deep learning
To assess the current conditions of bridges in practice, a manual visual inspection is
commonly used for maintenance purposes. Because manual visual inspection is time …
commonly used for maintenance purposes. Because manual visual inspection is time …
Synthetic data generation using building information models
Infrastructure scene understanding from image data aids diverse applications in construction
and maintenance. Recently, deep learning models have been employed to extract …
and maintenance. Recently, deep learning models have been employed to extract …