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Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor

A gaze estimation system is one of the communication methods for severely disabled people who cannot perform gestures and speech. We previously developed an eye tracking method using a compact and light electrooculogram (EOG) signal, but its accuracy is not very high. In the present study, we conduc...

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Detalles Bibliográficos
Autores principales: Sakurai, Keiko, Yan, Mingmin, Tanno, Koichi, Tamura, Hiroki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585611/
https://www.ncbi.nlm.nih.gov/pubmed/28912800
http://dx.doi.org/10.1155/2017/2074752
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author Sakurai, Keiko
Yan, Mingmin
Tanno, Koichi
Tamura, Hiroki
author_facet Sakurai, Keiko
Yan, Mingmin
Tanno, Koichi
Tamura, Hiroki
author_sort Sakurai, Keiko
collection PubMed
description A gaze estimation system is one of the communication methods for severely disabled people who cannot perform gestures and speech. We previously developed an eye tracking method using a compact and light electrooculogram (EOG) signal, but its accuracy is not very high. In the present study, we conducted experiments to investigate the EOG component strongly correlated with the change of eye movements. The experiments in this study are of two types: experiments to see objects only by eye movements and experiments to see objects by face and eye movements. The experimental results show the possibility of an eye tracking method using EOG signals and a Kinect sensor.
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spelling pubmed-55856112017-09-14 Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor Sakurai, Keiko Yan, Mingmin Tanno, Koichi Tamura, Hiroki Comput Intell Neurosci Research Article A gaze estimation system is one of the communication methods for severely disabled people who cannot perform gestures and speech. We previously developed an eye tracking method using a compact and light electrooculogram (EOG) signal, but its accuracy is not very high. In the present study, we conducted experiments to investigate the EOG component strongly correlated with the change of eye movements. The experiments in this study are of two types: experiments to see objects only by eye movements and experiments to see objects by face and eye movements. The experimental results show the possibility of an eye tracking method using EOG signals and a Kinect sensor. Hindawi 2017 2017-08-20 /pmc/articles/PMC5585611/ /pubmed/28912800 http://dx.doi.org/10.1155/2017/2074752 Text en Copyright © 2017 Keiko Sakurai et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Sakurai, Keiko
Yan, Mingmin
Tanno, Koichi
Tamura, Hiroki
Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor
title Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor
title_full Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor
title_fullStr Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor
title_full_unstemmed Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor
title_short Gaze Estimation Method Using Analysis of Electrooculogram Signals and Kinect Sensor
title_sort gaze estimation method using analysis of electrooculogram signals and kinect sensor
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5585611/
https://www.ncbi.nlm.nih.gov/pubmed/28912800
http://dx.doi.org/10.1155/2017/2074752
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