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Computer vision applications in construction: Current state, opportunities & challenges
Thousands of images and videos are collected from construction projects during
construction. These contain valuable data that, if harnessed efficiently, can help automate or …
construction. These contain valuable data that, if harnessed efficiently, can help automate or …
A scientometric analysis and critical review of computer vision applications for construction
Practical interest in 'computer vision'has risen remarkably over the last 20 years,
transforming the current state of construction-related research and attracting the worldwide …
transforming the current state of construction-related research and attracting the worldwide …
Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach
Detecting the presence of workers, plant, equipment, and materials (ie objects) on sites to
improve safety and productivity has formed an integral part of computer vision-based …
improve safety and productivity has formed an integral part of computer vision-based …
A real-time vehicle detection and a novel vehicle tracking systems for estimating and monitoring traffic flow on highways
Real-time highway traffic monitoring systems play a vital role in road traffic management,
planning, and preventing frequent traffic jams, traffic rule violations, and fatal road accidents …
planning, and preventing frequent traffic jams, traffic rule violations, and fatal road accidents …
Computer vision techniques for construction safety and health monitoring
For construction safety and health, continuous monitoring of unsafe conditions and action is
essential in order to eliminate potential hazards in a timely manner. As a robust and …
essential in order to eliminate potential hazards in a timely manner. As a robust and …
Remote proximity monitoring between mobile construction resources using camera-mounted UAVs
Struck-by accidents have resulted in a significant number of fatal and nonfatal injuries in the
construction industry. As a proactive safety measure against struck-by hazards, the authors …
construction industry. As a proactive safety measure against struck-by hazards, the authors …
Application of machine learning to construction injury prediction
The needs to ground construction safety-related decisions under uncertainty on knowledge
extracted from objective, empirical data are pressing. Although construction research has …
extracted from objective, empirical data are pressing. Although construction research has …
AI integration in construction safety: Current state, challenges, and future opportunities in text, vision, and audio based applications
High occupational injury and fatality rate in the construction industry is a serious global
concern. Recognizing AI as a solution to enhance safety performance, this study reviews …
concern. Recognizing AI as a solution to enhance safety performance, this study reviews …
Computer vision technologies for safety science and management in construction: A critical review and future research directions
Recent years have seen growing interests in develo** and applying computer vision
technologies to solve safety problems in the construction industry. Despite the technological …
technologies to solve safety problems in the construction industry. Despite the technological …
A critical review of vision-based occupational health and safety monitoring of construction site workers
M Zhang, R Shi, Z Yang - Safety science, 2020 - Elsevier
Globally, the occupational health and safety (OHS) of construction workers has long been a
serious concern. To address this issue, there is an urgent need for an efficient means to …
serious concern. To address this issue, there is an urgent need for an efficient means to …