Driver Attention Tracking and Analysis

arXiv:2404.07122v1 Announce Type: new
Abstract: We propose a novel method to estimate a driver's points-of-gaze using a pair of ordinary cameras mounted on the windshield and dashboard of a car. This is a challenging problem due to the dynamics of traffic environments with 3D scenes of unknown depths. This problem is further complicated by the volatile distance between the driver and the camera system. To tackle these challenges, we develop a novel convolutional network that simultaneously analyzes the image of …

3d scenes abstract analysis and analysis arxiv attention cameras car cs.cv dashboard driver dynamics environments novel ordinary tracking traffic type