Accurate classification of workers’ activity is critical to ensure the safety and productivity of construction projects. Previous studies in this area are mostly focused on building construction … [Read more...] about Integrating Domain Knowledge With Deep Learning Model for Automated Worker Activity Classification in Mobile Work Zones
Detection and Identification Technologies
Traffic Safety Analysis at Signalized Intersections During Work Zones Intervals by Using the LiDAR Sensor Technology
The importance of conflict analysis and safety considerations during work zone intervals at signalized intersections cannot be overstated, as these periods pose unique challenges and safety risks for … [Read more...] about Traffic Safety Analysis at Signalized Intersections During Work Zones Intervals by Using the LiDAR Sensor Technology
Vision-Based Turn Signal Recognition for Automated Flagging
Flaggers work closely to open traffic lanes which makes them a high-risk profession. They might get hit by distracted, speeding, or intoxicated drivers, leading to severe or even fatal injuries. To … [Read more...] about Vision-Based Turn Signal Recognition for Automated Flagging
Development of a Rule-Based Safety Checking System for Autonomous Heavy Construction Equipment
Highway and road construction and maintenance involve operations of heavy construction equipment consistently exposing workers to injuries and fatalities. Frequent collisions between heavy equipment … [Read more...] about Development of a Rule-Based Safety Checking System for Autonomous Heavy Construction Equipment
Developing a Hazard Detection and Alert System to Prevent Incidents
The proposed project creates an economically viable, user-friendly, versatile, precise, and dependable hazard detection and alert system designed for the seamless integration of heavy fleet vehicles … [Read more...] about Developing a Hazard Detection and Alert System to Prevent Incidents
Fast Personal Protective Equipment Detection for Real Construction Sites Using Deep Learning Approaches
The existing deep learning-based Personal Protective Equipment (PPE) detectors can only detect limited types of PPE and their performance needs to be improved, particularly for their deployment on … [Read more...] about Fast Personal Protective Equipment Detection for Real Construction Sites Using Deep Learning Approaches