This study pioneers the use of synthetic image datasets, generated via the Unity game engine, to train deep learning models for construction work zone scene understanding. This innovative approach … [Read more...] about Harnessing Synthetic Image Datasets for Enhanced Scene Understanding in Construction Work Zones
Design
Work Zone Designer Series – Work Zone Analysis in the Design Process
Most State and many other transportation departments in the U.S. maintain roadway and/or work zone design manuals containing State specific regulations, policies, and design guidance for their … [Read more...] about Work Zone Designer Series – Work Zone Analysis in the Design Process
Work Zone Designer Series – Traffic Management and Safety During Winter Construction
Most State and many other transportation departments in the U.S. maintain roadway and/or work zone design manuals containing State specific regulations, policies, and design guidance for their … [Read more...] about Work Zone Designer Series – Traffic Management and Safety During Winter Construction
Determining the Effective Location of a Portable Changeable Message Sign on Reducing the Risk of Truck-Related Crashes in Work Zones
Truck-related crashes contribute to a significant percentage of vehicle crashes in the United States, which often result in injuries and fatalities. The amount of truck miles traveled has increased … [Read more...] about Determining the Effective Location of a Portable Changeable Message Sign on Reducing the Risk of Truck-Related Crashes in Work Zones
Using Eye-Tracking for Traffic Control Signage Design at Highway Work Zone
This paper discusses the application of Eye Tracking (ET) technologies for researchers to understand a driver’s perception of signage at the highway work zone. Combining ET within a screen-based … [Read more...] about Using Eye-Tracking for Traffic Control Signage Design at Highway Work Zone
An Empirical Assessment on the Effects of Geometry and Non-Geometry Factors in Work-Zone Crashes With Unobserved Heterogeneity
Work zones are uniquely configured and managed by special traffic signs, standard channelizing devices, appropriate barriers, and pavement markings. Unexpected driving conditions through different … [Read more...] about An Empirical Assessment on the Effects of Geometry and Non-Geometry Factors in Work-Zone Crashes With Unobserved Heterogeneity