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 …
Falls from heights: A computer vision-based approach for safety harness detection
Falls from heights (FFH) are major contributors of injuries and deaths in construction. Yet,
despite workers being made aware of the dangers associated with not wearing a safety …
despite workers being made aware of the dangers associated with not wearing a safety …
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 …
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 …
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 …
Detecting construction equipment using a region-based fully convolutional network and transfer learning
For proper construction site management and plan revisions during construction, it is
necessary to understand a construction site's status in real time. Many vision-based …
necessary to understand a construction site's status in real time. Many vision-based …
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 …
Automated excavators activity recognition and productivity analysis from construction site surveillance videos
The productivity of construction equipment plays an important role in completing
construction projects within schedule and under budget. However, the current productivity …
construction projects within schedule and under budget. However, the current productivity …
A vision-based motion capture and recognition framework for behavior-based safety management
Abstract In construction, about 80%–90% of accidents are associated with workers' unsafe
acts. Nevertheless, the measurement of workers' behavior has not been actively applied in …
acts. Nevertheless, the measurement of workers' behavior has not been actively applied in …