20113rd International Conference on Road Safety and SimulationPurdue UniversityTransportation Research BoardRequires access

Vision-Based Approach to Study Driver Behavior in Work Zone Areas

Yichang Tsai, Chieh Ross Wang, Yiching Wu

Open publisher page 2 citations

Abstract

Work zone safety is a pressing concern, and it has been intensified by the increasing number of roadway maintenance and rehabilitation projects. However, the majority of work zone studies are based on crash data analysis, and there is limited research on monitoring and studying actual driver behavior in work zone areas. In this study, a vision-based sensing system developed through a research project sponsored by the National Academy of Science National Cooperative Highway Research Program Innovations Deserving Exploratory Analysis (NCHRP IDEA) program was used to monitor driver behavior in work zone areas. The purpose of this study is to investigate driver behavior at work zones. Work zone transition and advance warning areas were divided into four zones so the merge timing and behavior of vehicles (e.g. trucks and others) under different roadway geometry could be evaluated quantitatively. Two right lane one-lane closure work zones, one on a straight road segment and the other on a curved road segment, were studied by reviewing two sets of 30-minute video collected on I-95. Preliminary results show that vehicles tend to merge close to the work zone taper on a curve, and truck drivers tend to merge earlier than other drivers. Future research needs are also discussed.

About this research paper

What this paper is about

Work zone safety is a pressing concern, and it has been intensified by the increasing number of roadway maintenance and rehabilitation projects. However, the majority of work zone studies are based on crash data analysis, and there is limited research on monitoring and studying actual driver behavior in work zone areas. In this study, a vision-based sensing system developed through a research project sponsored by the National Academy of Science National Cooperative Highway Research Program Innovations Deserving Exploratory Analysis (NCHRP IDEA) program was used to monitor driver behavior in work zone areas. The purpose of this study is to investigate driver behavior at work zones. Work zone transition and advance warning areas were divided into four zones so the merge timing and behavior of vehicles (e.g. trucks and others) under different roadway geometry could be evaluated quantitatively. Two right lane one-lane closure work zones, one on a straight road segment and the other on a curved road segment, were studied by reviewing two sets of 30-minute video collected on I-95. Preliminary results show that vehicles tend to merge close to the work zone taper on a curve, and truck drivers tend to merge earlier than other drivers. Future research needs are also discussed.

Why it matters

OpenAlex reports 2 citations for this work. Citation counts describe recorded attention and do not establish research quality.

Key contribution

A contribution statement is not available in the OpenAlex record.

Method / approach

Method details are not available in the OpenAlex metadata.

Main findings

Findings are not separately available in the OpenAlex metadata.

Limitations

Limitations are not available in the OpenAlex metadata.

Applications

Application details are not available in the OpenAlex metadata.

Available abstract

Work zone safety is a pressing concern, and it has been intensified by the increasing number of roadway maintenance and rehabilitation projects. However, the majority of work zone studies are based on crash data analysis, and there is limited research on monitoring and studying actual driver behavior in work zone areas. In this study, a vision-based sensing system developed through a research project sponsored by the National Academy of Science National Cooperative Highway Research Program Innovations Deserving Exploratory Analysis (NCHRP IDEA) program was used to monitor driver behavior in work zone areas. The purpose of this study is to investigate driver behavior at work zones. Work zone transition and advance warning areas were divided into four zones so the merge timing and behavior of vehicles (e.g. trucks and others) under different roadway geometry could be evaluated quantitatively. Two right lane one-lane closure work zones, one on a straight road segment and the other on a curved road segment, were studied by reviewing two sets of 30-minute video collected on I-95. Preliminary results show that vehicles tend to merge close to the work zone taper on a curve, and truck drivers tend to merge earlier than other drivers. Future research needs are also discussed.

Key concepts: Work zone, Merge (version control), Truck, Work (physics), Transport engineering, Crash, Computer science, Engineering

Related papers

Back to paper searchBrowse research topicsOriginal source
Vision-Based Approach to Study Driver Behavior in Work Zone Areas — Research Paper | ScholarLens