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Head mounted device for point-of-gaze estimation in three dimensions

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This paper presents a fully calibrated extended geometric approach for gaze estimation in three dimensions (3D). The methodology is based on a geometric approach utilising a fully calibrated binocular setup constructed as a head-mounted system. The approach is based on utilisation of two ordinary web-cameras for each eye and 6D magnetic sensors allowing free head movements in 3D. Evaluation of initial experiments indicate comparable results to current state-of-the-art on estimating gaze in 3D. Initial results show an RMS error of 39-50 mm in the depth dimension and even smaller in the horizontal and vertical dimensions regarding fixations. However, even though the workspace is limited, the fact that the system is designed as a head-mounted device, the workspace volume is relatively positioned to the pose of the device. Hence gaze can be estimated in 3D with relatively free head-movements with external reference to a world coordinate system and is therefore offering flexibility and movability within certain constraints.
Original languageEnglish
Title of host publication ETRA '14 Proceedings of the Symposium on Eye Tracking Research and Applications
Number of pages4
PublisherAssociation for Computing Machinery
Publication date1 May 2014
ISBN (Print) 978-1-4503-2751-0
DOIs
Publication statusPublished - 1 May 2014
EventEye Tracking Research and Applications - Safety Harbor Resort and Spa, Safety Harbor, Florida, United States
Duration: 26 Mar 201428 May 2014
Conference number: 8
http://www.etra2014.org

Conference

ConferenceEye Tracking Research and Applications
Nummer8
LocationSafety Harbor Resort and Spa
LandUnited States
BySafety Harbor, Florida
Periode26/03/201428/05/2014
Internetadresse

ID: 78917527