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

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dc.authorscopusid57203889403en_US
dc.authorscopusid57189887324en_US
dc.authorscopusid26657906000en_US
dc.contributor.authorCeven, S.
dc.contributor.authorAlbayrak, A.
dc.contributor.authorBayir, R.
dc.date.accessioned2024-08-23T16:07:33Z
dc.date.available2024-08-23T16:07:33Z
dc.date.issued2022en_US
dc.departmentDüzce Üniversitesien_US
dc.description2022 International Conference on Artificial Intelligence of Things, ICAIoT 2022 -- 29 December 2022 through 30 December 2022 -- Istanbul -- 188710en_US
dc.description.abstractOne 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. © 2022 IEEE.en_US
dc.description.sponsorshipKarabük Üniversitesi, (KBÜBAP-22-DR-015)en_US
dc.identifier.doi10.1109/ICAIoT57170.2022.10121856
dc.identifier.isbn979-835039676-8en_US
dc.identifier.scopus2-s2.0-85160525896en_US
dc.identifier.scopusqualityN/Aen_US
dc.identifier.urihttps://doi.org/10.1109/ICAIoT57170.2022.10121856
dc.identifier.urihttps://hdl.handle.net/20.500.12684/14725
dc.indekslendigikaynakScopusen_US
dc.language.isoenen_US
dc.publisherInstitute of Electrical and Electronics Engineers Inc.en_US
dc.relation.ispartofProceedings - 2022 International Conference on Artificial Intelligence of Things, ICAIoT 2022en_US
dc.relation.publicationcategoryKonferans Öğesi - Uluslararası - Kurum Öğretim Elemanıen_US
dc.rightsinfo:eu-repo/semantics/closedAccessen_US
dc.subjectdriver skillen_US
dc.subjectgaze detectionen_US
dc.subjecttraffic safetyen_US
dc.subjectyoung driveren_US
dc.subjectEye movementsen_US
dc.subjectCurrent drivingen_US
dc.subjectData seten_US
dc.subjectDriver skillen_US
dc.subjectEnvironmental factorsen_US
dc.subjectGaze analysisen_US
dc.subjectGaze detectionen_US
dc.subjectRoad traffic networken_US
dc.subjectSafe drivingen_US
dc.subjectTraffic safetyen_US
dc.subjectYoung driveren_US
dc.subjectAutomobile driversen_US
dc.titleYoung Driver Gaze (YDGaze): Dataset for driver gaze analysisen_US
dc.typeConference Objecten_US

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