'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 …

Driver gaze region estimation without use of eye movement

L Fridman, P Langhans, J Lee… - IEEE Intelligent …, 2016 - ieeexplore.ieee.org
Automated estimation of the allocation of a driver's visual attention could be a critical
component of future advanced driver assistance systems. In theory, vision-based tracking of …

Continuous driver's gaze zone estimation using rgb-d camera

Y Wang, G Yuan, Z Mi, J Peng, X Ding, Z Liang, X Fu - Sensors, 2019 - mdpi.com
The driver gaze zone is an indicator of a driver's attention and plays an important role in the
driver's activity monitoring. Due to the bad initialization of point-cloud transformation, gaze …

Analyzing the relationship between head pose and gaze to model driver visual attention

S Jha, C Busso - 2016 IEEE 19th International Conference on …, 2016 - ieeexplore.ieee.org
Monitoring driver behavior is crucial in the design of advanced driver assistance systems
(ADAS) that can detect driver actions, providing necessary warnings when not attentive to …

Where is the driver looking: Analysis of head, eye and iris for robust gaze zone estimation

A Tawari, KH Chen, MM Trivedi - 17th International IEEE …, 2014 - ieeexplore.ieee.org
Driver's gaze direction is a critical information in understanding driver state. In this paper, we
present a distributed camera framework to estimate driver's coarse gaze direction using both …

Robust and continuous estimation of driver gaze zone by dynamic analysis of multiple face videos

A Tawari, MM Trivedi - 2014 IEEE Intelligent Vehicles …, 2014 - ieeexplore.ieee.org
Analysis of driver's head behavior is an integral part of driver monitoring system. Driver's
coarse gaze direction or gaze zone is a very important cue in understanding driver-state …

Dual-Cameras-Based driver's eye gaze tracking system with non-linear gaze point refinement

Y Wang, X Ding, G Yuan, X Fu - Sensors, 2022 - mdpi.com
The human eye gaze plays a vital role in monitoring people's attention, and various efforts
have been made to improve in-vehicle driver gaze tracking systems. Most of them build the …

Real-time categorization of driver's gaze zone using the deep learning techniques

IH Choi, SK Hong, YG Kim - … conference on big data and smart …, 2016 - ieeexplore.ieee.org
This paper presents a study in which driver's gaze zone is categorized using new deep
learning techniques. Since the sequence of gaze zones of a driver reflects precisely what …

Automatic calibration method for driver's head orientation in natural driving environment

X Fu, X Guan, E Peli, H Liu… - IEEE Transactions on …, 2012 - ieeexplore.ieee.org
Gaze tracking is crucial for studying driver's attention, detecting fatigue, and improving driver
assistance systems, but it is difficult in natural driving environments due to nonuniform and …

Measuring driver perception: Combining eye-tracking and automated road scene perception

J Stapel, M El Hassnaoui, R Happee - Human factors, 2022 - journals.sagepub.com
Objective To investigate how well gaze behavior can indicate driver awareness of individual
road users when related to the vehicle's road scene perception. Background An appropriate …