Perceiving and autonomously navigating through work zones is a challenging and underexplored problem. Open datasets for this long-tailed scenario are scarce. We propose the ROADWork dataset to learn … [Read more...] about ROADWork: A Dataset and Benchmark for Learning to Recognize, Observe, Analyze and Drive Through Work Zones
Information, Data, and Knowledge
Connected Work Zone (CWZ) 101 Training: Introduction to the Connected Work Zone Standard
This training is the first module in a two-part series on Connected Work Zones (CWZ) which has been developed based on the Work Zone Data Exchange (WZDx) specification. This 90-minute session … [Read more...] about Connected Work Zone (CWZ) 101 Training: Introduction to the Connected Work Zone Standard
Infrastructure Sensor-Enabled Vehicle Data Generation Using Multi-Sensor Fusion for Proactive Safety Applications at Work Zone
Infrastructure-based sensing and real-time trajectory generation hold significant promise for improving safety in high-risk roadway segments like work zones, yet practical deployments are hindered by … [Read more...] about Infrastructure Sensor-Enabled Vehicle Data Generation Using Multi-Sensor Fusion for Proactive Safety Applications at Work Zone
Digital Workzone Tracker Using GPS and Geofencing
The Digital Workzone Tracker minimizes unauthorized entries, ensures that safety operation information is constantly executed, and works to help unsafe conditioning and maintain secure operations in … [Read more...] about Digital Workzone Tracker Using GPS and Geofencing
Real-Time Driver Alerts to Improve CMV Safety in California Work Zones: A Naturalistic Study
Commercial motor vehicles (CMVs) are disproportionately involved in crashes around work zones. We seek to reduce these crashes via location-based in-cab alerts ahead of work zone activity. It was … [Read more...] about Real-Time Driver Alerts to Improve CMV Safety in California Work Zones: A Naturalistic Study
Adaptive Hazard Zone Model for Improved Safety in Highway Work Zones
Highway work zones present hazardous conditions where worker safety is at constant risk due to interactions with construction equipment. In such environments, accurately defining hazard zones around … [Read more...] about Adaptive Hazard Zone Model for Improved Safety in Highway Work Zones