Young Driver Gaze (YDGaze): Dataset for driver gaze analysis

One of the most important factors in ensuring successful and safe driving in the road traffic network is the driver's sense of sight. The driver can determine the environmental factors in the traffic with his gaze and can predict the next move after evaluating it with the current driving positi...

Full description

Saved in:
Bibliographic Details
Published in2022 International Conference on Artificial Intelligence of Things (ICAIoT) pp. 1 - 6
Main Authors Ceven, Suleyman, Albayrak, Ahmet, Bayir, Raif
Format Conference Proceeding
LanguageEnglish
Published IEEE 29.12.2022
Subjects
Artificial intelligence
driver skill
Environmental factors
gaze detection
Internet of Things
Roads
Safety
traffic safety
Vehicles
young driver
Online AccessGet full text

Cover

More Information
Summary:One of the most important factors in ensuring successful and safe driving in the road traffic network is the driver's sense of sight. The driver can determine the environmental factors in the traffic with his gaze and can predict the next move after evaluating it with the current driving position. In this process, the focus of the driver's gaze should be on the area to which the vehicle is heading. Driver eye movements and gaze analysis is a topic that has been intensively studied in recent years in "Intelligent Driver Assistance Systems". In this study, a data set was prepared with a group of 40 participants between the ages of 18-28 in order to determine which points the driver looked at while driving. The dataset was created by having each participant look at the labeled areas on the vehicle in turn for one minute. Experimental studies lasted approximately 11 days. Approximately 350 hours of work was carried out to prepare the obtained data set.
DOI:10.1109/ICAIoT57170.2022.10121856