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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Bibliographic Details
Published inComputational Intelligence and Neuroscience Vol. 2017; no. 2017; pp. 1 - 10
Main Authors Tamura, Hiroki, Tanno, Koichi, Yan, Mingmin, Sakurai, Keiko
Format Journal Article
LanguageEnglish
Published Cairo, Egypt Hindawi Limiteds 01.01.2017
Hindawi Publishing Corporation
Hindawi
Hindawi Limited
Subjects
Cameras
Disabled Persons
Electrodes
Electrooculograms
Electrooculography - methods
Experiments
Eye movements
Eye Movements - physiology
Face - physiology
Fixation, Ocular - physiology
Humans
People with disabilities
Regression analysis
Sensors
Tracking
Japan
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Summary: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.
Bibliography:ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
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Academic Editor: Francesco Camastra
ISSN:1687-5265
1687-5273
DOI:10.1155/2017/2074752