Naturalistic driving studies seek to perform the observations of human driver behavior in the variety of environmental conditions necessary to analyze, understand and predict that behavior using … [Read more...] about Detecting Work Zones in SHRP 2 NDS Videos Using Deep Learning Based Computer Vision
Artificial Intelligence
Artificial Intelligence for Construction Safety: Mitigation of the Risk of Fall: Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 2
Technology is continually being implemented by construction professionals with the goal of improving construction processes and the industry’s glacial pace of change. As we look to new technologies to … [Read more...] about Artificial Intelligence for Construction Safety: Mitigation of the Risk of Fall: Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 2
A Comparative Study of Machine Learning Classification for Color-Based Safety Vest Detection on Construction-Site Images
Detecting the safety vests is an important foundation for various applications in safety management and productivity measurement. The fluorescent yellow-green color and fluorescent orange-red color of … [Read more...] about A Comparative Study of Machine Learning Classification for Color-Based Safety Vest Detection on Construction-Site Images
A Deep Learning Approach to Predict Severity Levels of Work Zone Crashes
The need for maintaining aging infrastructure and/or expanding road capacity leads to an increasing number of work zones presented on highways. Consequently, many crashes were observed in work zone … [Read more...] about A Deep Learning Approach to Predict Severity Levels of Work Zone Crashes