Modeling the Effects of Driving Tasks and Context on Drivers' Gaze Allocation

Drivers' gaze allocation is influenced by both bottom-up (involuntary attraction to salient regions) and top-down (task-driven) factors. Existing models for predicting drivers' gaze primarily focus on bottom-up saliency and do not explicitly consider the effects of driving tasks and context.