Driver Visual Attention Estimation using Head Pose and Eye Appearance Information

• Published in: IEEE open journal of intelligent transportation systems Vol. 4; p. 1
• Main Authors: Jha, Sumit, Al-Dhahir, Naofal, Busso, Carlos
• Format: Journal Article
• Language: English
• Published: New York IEEE 01.01.2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Artificial neural networks; Automobiles; Convolutional neural networks (CNN); Driver monitoring systems; Estimates; Estimation; Eye movements; Gaze Estimation; Head; Monitoring; Moving targets; neural networks (CNN); Roads; Vehicles; Visual Attention; Visualization

In autonomous, as well as manually operated vehicles, monitoring the driver visual attention provides useful information about the behavior, intent and vigilance level of the driver. The gaze of the driver can be formulated in terms of a probabilistic visual map representing the region around which...