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      Virtual Reality Simulation and Eye Tracking to Assess Hazard Perception of Car Drivers

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      Proceedings of the 32nd International BCS Human Computer Interaction Conference (HCI)

      Human Computer Interaction Conference

      4 - 6 July 2018

      Virtual Reality, Eye Tracking, Machine Learning, Simulated Training, Driving, Hazard Perception

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          Abstract

          The assessment of a driver’s hazard perception on the road is difficult to measure. Using a Virtual Reality (VR) simulation coupled with eye tracking to objectively detect hazard recognition is a viable technological solution. The objective in this paper is to outline an approach that uses a virtual simulation to assess hazard perception of car drivers. This approach covers the development of a system capable of capturing the data required to interpret a subject’s attention (e.g. head and eye gaze scan path), and a proposed approach to using supervised machine learning algorithms to analyse this dataset and predict driver competency in hazard perception.

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          Most cited references 7

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          A validation study of driving errors using a driving simulator

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            Advantages and disadvantages of driving simulators: A discussion

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              “Subtle gaze direction”

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                Author and article information

                Contributors
                Conference
                July 2018
                July 2018
                : 1-4
                Affiliations
                Kainos

                4-6 Upper Cres, Belfast BT7 1NT, Northern Ireland, UK
                Ulster University

                Newtownabbey, County Antrim, BT37 0QB, Northern

                Ireland, UK
                Article
                10.14236/ewic/HCI2018.189
                © Ferris et al. Published by BCS Learning and Development Ltd. Proceedings of British HCI 2018. Belfast, UK.

                This work is licensed under a Creative Commons Attribution 4.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/

                Proceedings of the 32nd International BCS Human Computer Interaction Conference
                HCI
                32
                Belfast, UK
                4 - 6 July 2018
                Electronic Workshops in Computing (eWiC)
                Human Computer Interaction Conference
                Product
                Product Information: 1477-9358BCS Learning & Development
                Self URI (journal page): https://ewic.bcs.org/
                Categories
                Electronic Workshops in Computing

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