Driver behaviour recognition based on head movement
Abstract
The take-over process from automatic to manual control plays a critical role in the level 3 automated driving defined by Society of Automotive Engineering, and the driver’s state prior to the transfer of control process has a great influence on the take-over quality. Estimation of driver’s attention level in various non-driving activities (NDAs) is therefore of great importance to the design of the take-over control strategy. Considering playing a tablet as a specific NDA, this chapter introduces a novel approach to characterise the driver’s attention level using a sliding-window correlation analysis on the 3D movements of the driver’s head and tablet. The correspondence ...
Get Human-Machine Interaction for Automated Vehicles now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
