crossrefVehicles2026-01-20
Leveraging LiDAR Data and Machine Learning to Predict Pavement Marking Retroreflectivity
Hakam Bataineh, Dmitry Manasreh, Munir Nazzal, Ala Abbas
This study focused on developing and validating machine learning models to predict pavement marking retroreflectivity using Light Detection and Ranging (LiDAR) intensity data. The retroreflectivity data was collected using a Mobile Retroreflectometer Unit (MRU) due to its increas…