1 citations · 1 across the 1 of their papers we have counts for
4 papers
Inconsistent by Design: A Systematic Review of Experimental Design Practices Across Impaired Driving Domains
Kayli Battel, John Gideon, Megan Applegate-Kenton +6
Impaired driving, including distraction, fatigue, and intoxication, leads to thousands of fatalities annually. Impairment detection and related assistive technologies are rapidly a…
A Simulator Dataset to Support the Study of Impaired Driving
John Gideon, Kimimasa Tamura, Emily Sumner +7
Despite recent advances in automated driving technology, impaired driving continues to incur a high cost to society. In this paper, we present a driving dataset designed to support…
Online Adaptation of Learned Vehicle Dynamics Model with Meta-Learning Approach
Yuki Tsuchiya, Thomas Balch, Paul Drews +1
We represent a vehicle dynamics model for autonomous driving near the limits of handling via a multi-layer neural network. Online adaptation is desirable in order to address unseen…
Modeling Drivers' Risk Perception via Attention to Improve Driving Assistance
Abhijat Biswas, John Gideon, Kimimasa Tamura +1
Advanced Driver Assistance Systems (ADAS) alert drivers during safety-critical scenarios but often provide superfluous alerts due to a lack of consideration for drivers' knowledge…