EraW-Net: Enhance-Refine-Align W-Net for Scene-Associated Driver Attention Estimation

J Zhou, C Liu, F Chang, W Wang, P Hao… - arXiv preprint arXiv …, 2024 - arxiv.org
Associating driver attention with driving scene across two fields of views (FOVs) is a hard
cross-domain perception problem, which requires comprehensive consideration of cross …

Real-time Risk Prediction Using Temporal Gaze Pattern and Evidence Accumulation

G Yang, O Kaskar, A Sarkar - 2024 - vtechworks.lib.vt.edu
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 …

Harnessing the Power of Self-Training for Gaze Point Estimation in Dual Camera Transportation Datasets

HA Bhagat - 2023 - vtechworks.lib.vt.edu
This thesis proposes a novel approach for efficiently estimating gaze points in dual camera
transportation datasets. Traditional methods for gaze point estimation are dependent on …

Development of an Infrastructure Based Data Acquisition System to Naturalistically Collect the Roadway Environment

A Sarkar, I Papakis, E Herbers, R Viray - 2023 - vtechworks.lib.vt.edu
Automatic traffic monitoring is becoming an important investment for transportation
specialists, especially as the overall volume of traffic continues to increase, as do crashes at …