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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 …
Computer vision techniques in construction: a critical review
Computer vision has been gaining interest in a wide range of research areas in recent
years, from medical to industrial robotics. The architecture, engineering and construction …
years, from medical to industrial robotics. The architecture, engineering and construction …
Construction 4.0
With the pervasive use of Building Information Modelling (BIM), lean principles, digital
technologies, and offsite construction, the industry is at the cusp of this transformation. The …
technologies, and offsite construction, the industry is at the cusp of this transformation. The …
Times-series data augmentation and deep learning for construction equipment activity recognition
Automated, real-time, and reliable equipment activity recognition on construction sites can
help to minimize idle time, improve operational efficiency, and reduce emissions. Previous …
help to minimize idle time, improve operational efficiency, and reduce emissions. Previous …
Challenges, tasks, and opportunities in teleoperation of excavator toward human-in-the-loop construction automation
Teleoperation stands for operating a system, machine, or robot from a distance.
Teleoperation has been widely adopted as a promising way to enhance worker safety in …
Teleoperation has been widely adopted as a promising way to enhance worker safety in …
Automated detection of workers and heavy equipment on construction sites: A convolutional neural network approach
W Fang, L Ding, B Zhong, PED Love, H Luo - Advanced Engineering …, 2018 - Elsevier
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 …
Automated methods for activity recognition of construction workers and equipment: State-of-the-art review
Equipment and workers are two important resources in the construction industry.
Performance monitoring of these resources would help project managers improve the …
Performance monitoring of these resources would help project managers improve the …
Visualization technology-based construction safety management: A review
Construction safety management has been a popular issue in research and practice in
recent years due to the high accident and death rates in the construction industry. The …
recent years due to the high accident and death rates in the construction industry. The …
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 …
Knowledge graph for identifying hazards on construction sites: Integrating computer vision with ontology
Hazards potentially affect the safety of people on construction sites include falls from heights
(FFH), trench and scaffold collapse, electric shock and arc flash/arc blast, and failure to use …
(FFH), trench and scaffold collapse, electric shock and arc flash/arc blast, and failure to use …