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 …

A survey on vision-based driver distraction analysis

W Li, J Huang, G Xie, F Karray, R Li - Journal of Systems Architecture, 2021 - Elsevier
Motor vehicle crashes are great threats to our life, which may result in numerous fatalities, as
well as tremendous economic and societal costs. Driver inattention, either distraction or …

Driver gaze tracking and eyes off the road detection system

F Vicente, Z Huang, X Xiong… - IEEE Transactions …, 2015 - ieeexplore.ieee.org
Distracted driving is one of the main causes of vehicle collisions in the United States.
Passively monitoring a driver's activities constitutes the basis of an automobile safety system …

Dmd: A large-scale multi-modal driver monitoring dataset for attention and alertness analysis

JD Ortega, N Kose, P Cañas, MA Chao… - Computer Vision–ECCV …, 2020 - Springer
Vision is the richest and most cost-effective technology for Driver Monitoring Systems (DMS),
especially after the recent success of Deep Learning (DL) methods. The lack of sufficiently …

Deep learning-based gaze detection system for automobile drivers using a NIR camera sensor

RA Naqvi, M Arsalan, G Batchuluun, HS Yoon, KR Park - Sensors, 2018 - mdpi.com
A paradigm shift is required to prevent the increasing automobile accident deaths that are
mostly due to the inattentive behavior of drivers. Knowledge of gaze region can provide …

[HTML][HTML] Driver distraction and its effects on partially automated driving performance: A driving simulator study among young-experienced drivers

N Zangi, R Srour-Zreik, D Ridel, H Chassidim… - Accident Analysis & …, 2022 - Elsevier
Drivers of partially automated vehicles (PAVs) are relieved from parts of the driving tasks
allocated to the automated driver. Ironically, these drivers are obligated to continuously …

Driver distraction using visual-based sensors and algorithms

A Fernández, R Usamentiaga, JL Carús, R Casado - Sensors, 2016 - mdpi.com
Driver distraction, defined as the diversion of attention away from activities critical for safe
driving toward a competing activity, is increasingly recognized as a significant source of …

Utilizing VR and gaze tracking to develop AR solutions for industrial maintenance

A Burova, J Mäkelä, J Hakulinen, T Keskinen… - Proceedings of the …, 2020 - dl.acm.org
Augmented reality (AR) presents a variety of possibilities for industrial maintenance.
However, the development of real-world AR solutions has been limited due to the …

Driver gaze zone estimation using convolutional neural networks: A general framework and ablative analysis

S Vora, A Rangesh, MM Trivedi - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
Driver gaze has been shown to be an excellent surrogate for driver attention in intelligent
vehicles. With the recent surge of highly autonomous vehicles, driver gaze can be useful for …

Dynamics of driver's gaze: Explorations in behavior modeling and maneuver prediction

S Martin, S Vora, K Yuen… - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
The study and modeling of driver's gaze dynamics are important because, if and how the
driver is monitoring the driving environment is vital for driver assistance in manual mode, for …