239 citations · 427 across the 13 of their papers we have counts for
4 papers · 1 filter
Detecting Road Surface Wetness from Audio: A Deep Learning Approach
Irman Abdić, Lex Fridman, Erik Marchi +4
We introduce a recurrent neural network architecture for automated road surface wetness detection from audio of tire-surface interaction. The robustness of our approach is evaluate…
Automated Synchronization of Driving Data Using Vibration and Steering Events
Lex Fridman, Daniel E Brown, William Angell +3
We propose a method for automated synchronization of vehicle sensors useful for the study of multi-modal driver behavior and for the design of advanced driver assistance systems. M…
Owl and Lizard: Patterns of Head Pose and Eye Pose in Driver Gaze Classification
Lex Fridman, Joonbum Lee, Bryan Reimer +1
Accurate, robust, inexpensive gaze tracking in the car can help keep a driver safe by facilitating the more effective study of how to improve (1) vehicle interfaces and (2) the des…
Driver Gaze Region Estimation Without Using Eye Movement
Lex Fridman, Philipp Langhans, Joonbum Lee +1
Automated estimation of the allocation of a driver's visual attention may be a critical component of future Advanced Driver Assistance Systems. In theory, vision-based tracking of…