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Computer vision framework for crack detection of civil infrastructure—A review
Civil infrastructure (eg, buildings, roads, underground tunnels) could lose its expected
physical and functional conditions after years of operation. Timely and accurate inspection …
physical and functional conditions after years of operation. Timely and accurate inspection …
Structural crack detection using deep convolutional neural networks
Abstract Convolutional Neural Networks (CNN) have immense potential to solve a broad
range of computer vision problems. It has achieved encouraging results in numerous …
range of computer vision problems. It has achieved encouraging results in numerous …
Machine learning applications for building structural design and performance assessment: State-of-the-art review
Abstract Machine learning models have been shown to be useful for predicting and
assessing structural performance, identifying structural condition and informing preemptive …
assessing structural performance, identifying structural condition and informing preemptive …
Applications of artificial intelligence for disaster management
Natural hazards have the potential to cause catastrophic damage and significant
socioeconomic loss. The actual damage and loss observed in the recent decades has …
socioeconomic loss. The actual damage and loss observed in the recent decades has …
BIM, machine learning and computer vision techniques in underground construction: Current status and future perspectives
The architecture, engineering and construction (AEC) industry is experiencing a
technological revolution driven by booming digitisation and automation. Advances in …
technological revolution driven by booming digitisation and automation. Advances in …
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 …
Damage detection techniques for wind turbine blades: A review
Blades play a vital role in wind turbine system performances. However, they are susceptible
to damage arising from complex and irregular loading or even cause catastrophic collapse …
to damage arising from complex and irregular loading or even cause catastrophic collapse …
Building Information Modeling (BIM) for transportation infrastructure–Literature review, applications, challenges, and recommendations
Transportation infrastructure is a critical component to a nation's economy, security, and
wellbeing. In order to keep up with the rising population, there is a great need for more …
wellbeing. In order to keep up with the rising population, there is a great need for more …
Image‐based post‐disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization
Many bridge structures, one of the most critical components in transportation infrastructure
systems, exhibit signs of deteriorations and are approaching or beyond the initial design …
systems, exhibit signs of deteriorations and are approaching or beyond the initial design …
Drone-enabled bridge inspection methodology and application
Abstract The field of Civil Engineering has lately gained increasing interest in Unmanned
Aerial Vehicles (UAV), commonly referred to as drones. Due to an increase of deteriorating …
Aerial Vehicles (UAV), commonly referred to as drones. Due to an increase of deteriorating …