Naturalistic driving studies seek to perform the observations of human driver behavior in the variety of environmental conditions necessary to analyze, understand and predict that behavior using … [Read more...] about Detecting Work Zones in SHRP 2 NDS Videos Using Deep Learning Based Computer Vision
Detection and Identification
Optimal Camera Placement for Monitoring Safety in Metro Station Construction Work
Monitoring systems based on cameras are crucial for safety management of the high-risk activities common in the complex environment of metro station construction sites, and hence there is a need for a … [Read more...] about Optimal Camera Placement for Monitoring Safety in Metro Station Construction Work
Detecting Falls-from-Height with Wearable Sensors and Reducing Consequences of Occupational Fall Accidents Leveraging IoT
Labor intensive and hazardous nature of the construction activities plays an important role on the increase of the amount of accidents and fatalities on sites. One of the most important sources of … [Read more...] about Detecting Falls-from-Height with Wearable Sensors and Reducing Consequences of Occupational Fall Accidents Leveraging IoT
Automated Detection of Workers and Heavy Equipment on Construction Sites: A Convolutional Neural Network Approach
Detecting the presence of workers, plant, equipment, and materials (i.e. objects) on sites to improve safety and productivity has formed an integral part of computer vision- based research in … [Read more...] about Automated Detection of Workers and Heavy Equipment on Construction Sites: A Convolutional Neural Network Approach
Locating Roadworks Sites via Detecting Change in Lateral Positions of Traffic Signs Measured Relative to the Ego-Car
Roadworks can be hazardous for both road workers and road users. Even with state-of-the-art safety measures in place, serious accidents do happen there, particularly when drivers do not heed roadwork … [Read more...] about Locating Roadworks Sites via Detecting Change in Lateral Positions of Traffic Signs Measured Relative to the Ego-Car
Big-Data-Driven Traffic Surveillance System for Work Zone Monitoring and Decision Supporting
The Iowa Department of Transportation (Iowa DOT) has made it a priority to address mobility and safety by identifying traffic critical work zones across the state and deploying various mitigation … [Read more...] about Big-Data-Driven Traffic Surveillance System for Work Zone Monitoring and Decision Supporting