Real-time estimation of horizontal gaze angle by saccade integration using in-ear electrooculography

Hládek, Ľuboš and Porr, Bernd and Brimijoin, W. Owen (2018) Real-time estimation of horizontal gaze angle by saccade integration using in-ear electrooculography. PLoS ONE, 13 (1). e0190420/1-e0190420/24. ISSN 1932-6203

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Abstract

The manuscript proposes and evaluates a real-time algorithm for estimating eye gaze angle based solely on single-channel electrooculography (EOG), which can be obtained directly from the ear canal using conductive ear moulds. In contrast to conventional high-pass filtering, we used an algorithm that calculates absolute eye gaze angle via statistical analysis of detected saccades. The estimated eye positions of the new algorithm were still noisy. However, the performance in terms of Pearson product-moment correlation coefficients was significantly better than the conventional approach in some instances. The results suggest that in-ear EOG signals captured with conductive ear moulds could serve as a basis for lightweight and portable horizontal eye gaze angle estimation suitable for a broad range of applications. For instance, for hearing aids to steer the directivity of microphones in the direction of the user’s eye gaze.

Item Type: Article
RIS ID: https://nottingham-repository.worktribe.com/output/903353
Schools/Departments: University of Nottingham, UK > Faculty of Medicine and Health Sciences > School of Medicine > Division of Clinical Neuroscience
University of Nottingham, UK > Faculty of Medicine and Health Sciences > School of Medicine
Identification Number: https://doi.org/10.1371/journal.pone.0190420
Depositing User: Turrell, Jenny
Date Deposited: 12 Jan 2018 09:33
Last Modified: 04 May 2020 19:25
URI: http://eprints.nottingham.ac.uk/id/eprint/49035

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