Smart Work Zone Control and Performance Evaluation Based on Trajectory Data Github
Thermal imaging analysis solution aimed at vehicle tracking in drone-captured videos, incorporating oriented bounding boxes and SHAI for superior detection capabilities.
Towards Safer Highway Work Zones: Insights from Deep Learning Analysis of Thermal Footage Github
This research project aims to develop methods to extract vehicle trajectories, use the trajectories to analyze driver behavior, particularly lane-changing behavior under different conditions, and identify safety hazards and opportunities to improve work zone safety and operations. (MassDOT Research Program with funding from FHWA SPR funds.)
Transportation Data Analytics and Pilot Case Studies Using Deep Learning Github
Current Status of Transportation Data Analytics and Pilot Case Studies Using Artificial Intelligence." Sponsored by the New England Transportation Consortium (NETC). Download Technical Report
Uncovering the Root Causes of Truck Rollover Crashes on Highway Ramps Github
Vehicle detection using modified Mask-RCNN: Oriented Bounding Box (OBB) + instance segmentation. Download Technical Report