Understanding and Modeling the Effects of Task and Context on Drivers' Gaze Allocation

arXiv:2310.09275v3 Announce Type: replace
Abstract: To further advance driver monitoring and assistance systems, it is important to understand how drivers allocate their attention, in other words, where do they tend to look and why. Traditionally, factors affecting human visual attention have been divided into bottom-up (involuntary attraction to salient regions) and top-down (driven by the demands of the task being performed). Although both play a role in directing drivers' gaze, most of the existing models for drivers' gaze prediction apply …

arxiv context cs.cv drivers effects modeling type understanding