Explainable Driver Activity Recognition Using Video Transformer in Highly Automated Vehicle
Distracted driving is one of the leading causes of road accidents. With the recent introduction
of advanced driver assistance systems and L2 vehicles, the role of driver attention has …
of advanced driver assistance systems and L2 vehicles, the role of driver attention has …
Enhancing Road Safety through Machine Learning for Prediction of Unsafe Driving Behaviors
AP Sonth - 2023 - vtechworks.lib.vt.edu
Road accidents pose a significant threat, leading to fatalities and injuries with far-reaching
consequences. This study addresses two crucial challenges in road safety: analyzing traffic …
consequences. This study addresses two crucial challenges in road safety: analyzing traffic …
Real-time Risk Prediction Using Temporal Gaze Pattern and Evidence Accumulation
Driver gaze information provides insight into the driver's perception and decision-making
process in a dynamic driving environment. It is important to learn whether driver gaze …
process in a dynamic driving environment. It is important to learn whether driver gaze …