Gaze and eye tracking: Techniques and applications in ADAS

MQ Khan, S Lee - Sensors, 2019 - mdpi.com
Tracking drivers' eyes and gazes is a topic of great interest in the research of advanced
driving assistance systems (ADAS). It is especially a matter of serious discussion among the …

'Owl'and 'Lizard': Patterns of head pose and eye pose in driver gaze classification

L Fridman, J Lee, B Reimer, T Victor - IET Computer Vision, 2016 - Wiley Online Library
Accurate, robust, inexpensive gaze tracking in the car can help keep a driver safe by
facilitating the more effective study of how to improve (i) vehicle interfaces and (ii) the design …

Processing of eye/head-tracking data in large-scale naturalistic driving data sets

C Ahlstrom, T Victor, C Wege… - IEEE transactions on …, 2011 - ieeexplore.ieee.org
Driver distraction and driver inattention are frequently recognized as leading causes of
crashes and incidents. Despite this fact, there are few methods available for the automatic …

On-road driver eye movement tracking using head-mounted devices

M Sodhi, B Reimer, JL Cohen, E Vastenburg… - Proceedings of the …, 2002 - dl.acm.org
It is now evident from anecdotal evidence and preliminary research that distractions can
hinder the task of operating a vehicle, and consequently reduce driver safety. However with …

Application of eye-tracking in drivers testing: A review of research

B Kapitaniak, M Walczak, M Kosobudzki… - International journal …, 2015 - ppm.imp.lodz.pl
Recording and analyzing eye movements provide important elements for understanding the
nature of the task of driving a vehicle. This article reviews the literature on eye movement …

Visual analysis of eye state and head pose for driver alertness monitoring

RO Mbouna, SG Kong, MG Chun - IEEE transactions on …, 2013 - ieeexplore.ieee.org
This paper presents visual analysis of eye state and head pose (HP) for continuous
monitoring of alertness of a vehicle driver. Most existing approaches to visual detection of …

A gaze-based driver distraction warning system and its effect on visual behavior

C Ahlstrom, K Kircher, A Kircher - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
Driver distraction is a contributing factor to many crashes; therefore, a real-time distraction
warning system should have the potential to mitigate or circumvent many of these crashes …

Real-time gaze estimator based on driver's head orientation for forward collision warning system

SJ Lee, J Jo, HG Jung, KR Park… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
This paper presents a vision-based real-time gaze zone estimator based on a driver's head
orientation composed of yaw and pitch. Generally, vision-based methods are vulnerable to …

Glance analysis of driver eye movements to evaluate distraction

M Sodhi, B Reimer, I Llamazares - Behavior Research Methods …, 2002 - Springer
With the increasing use of in-vehicle devices in cars, an understanding of the safety
implications of secondary tasks has become crucial. It is now possible to study the effects of …

A driver gaze estimation method based on deep learning

SM Shah, Z Sun, K Zaman, A Hussain, M Shoaib, L Pei - Sensors, 2022 - mdpi.com
Car crashes are among the top ten leading causes of death; they could mainly be attributed
to distracted drivers. An advanced driver-assistance technique (ADAT) is a procedure that …