A low-cost implementation of an eye tracking system for driver's gaze analysis

We present an eye tracking system developed to study the driver's gaze behavior while driving a car. Two main challenges distinguish this project from similar works with analogous purposes: (1) the use of a cheap portable remote eye tracker, normally employed for indoor applications in controlled light conditions; and (2) the use of an ordinary webcam to shoot the road in front of the car. The purpose is to generate a video where the driver's fixations are graphically and dynamically superimposed on the road shot by webcam (taking into account the different viewpoints of driver and camera). The carried-out experiments confirmed that the implemented system, while perfectible, fulfills the requirements initially set.

[1]  Bryan Reimer,et al.  Glance analysis of driver eye movements to evaluate distraction , 2002, Behavior research methods, instruments, & computers : a journal of the Psychonomic Society, Inc.

[2]  Josef Kittler,et al.  A survey of the hough transform , 1988, Comput. Vis. Graph. Image Process..

[3]  Torbjörn Falkmer,et al.  Assessing drivers’ visual-motor coordination using eye tracking, GNSS and GIS: a spatial turn in driving psychology , 2016 .

[4]  Wolfgang Rosenstiel,et al.  Online Classification of Eye Tracking Data for Automated Analysis of Traffic Hazard Perception , 2013, ICANN.

[5]  Michael J. Goodman,et al.  NHTSA DRIVER DISTRACTION RESEARCH: PAST, PRESENT, AND FUTURE , 2001 .

[6]  Heikki Summala,et al.  Anticipatory eye movements when approaching a curve on a rural road depend on working memory load , 2012 .

[7]  Nikola B. Serbedzija,et al.  Driver Drowsiness Identification by Means of Passive Techniques for Eye Detection and Tracking , 2010, 2010 Fourth IEEE International Conference on Self-Adaptive and Self-Organizing Systems Workshop.

[8]  Bin Yang,et al.  Camera-based drowsiness reference for driver state classification under real driving conditions , 2010, 2010 IEEE Intelligent Vehicles Symposium.

[9]  Bryan Reimer,et al.  On-road driver eye movement tracking using head-mounted devices , 2002, ETRA.

[10]  U. Ansorge,et al.  Mobile Eye Tracking During Real-World Night Driving: A Selective Review of Findings and Recommendations for Future Research , 2017, Journal of eye movement research.

[11]  Erik Steinmetz,et al.  Processing of Eye/Head-Tracking Data in Large-Scale Naturalistic Driving Data Sets , 2012, IEEE Transactions on Intelligent Transportation Systems.

[12]  M. Land Eye movements and the control of actions in everyday life , 2006, Progress in Retinal and Eye Research.

[13]  Fengliang Xu,et al.  Real-time eye detection and tracking for driver observation under various light conditions , 2002, Intelligent Vehicle Symposium, 2002. IEEE.

[14]  Qiang Ji,et al.  Real-Time Eye, Gaze, and Face Pose Tracking for Monitoring Driver Vigilance , 2002, Real Time Imaging.