Visual Language Models (VLMs), with powerful multi-modal reasoning capabilities, are gradually integrated into autonomous driving by several automobile manufacturers to enhance planning capability in … [Read more...] about Work Zones Challenge VLM Trajectory Planning: Toward Mitigation and Robust Autonomous Driving
Crashes
Predicting Injury Severity of Work Zone Crashes Along Florida Freeways
With increasing demand for capacity improvement, future highway construction, and the need for newer infrastructure, the United States is likely to experience more, longer duration, and longer … [Read more...] about Predicting Injury Severity of Work Zone Crashes Along Florida Freeways
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
Toward Safer Work Zones: Predictive Model of Construction Risk of Work Zone on Taiwan’s Freeways
This study analyzes the risk factors associated with engineering vehicle accidents in freeway construction zones in central Taiwan, based on 2,952 accident and environmental records collected from … [Read more...] about Toward Safer Work Zones: Predictive Model of Construction Risk of Work Zone on Taiwan’s Freeways
Enhancing Safety in Work Zones: The Influence of Speed Feedback on Driving Behavior
Introduction: Work zones play a vital role in maintaining and enhancing road infrastructure to meet growing transportation needs. However, work zones have been identified as hot spots of crashes, with … [Read more...] about Enhancing Safety in Work Zones: The Influence of Speed Feedback on Driving Behavior
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