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Nonwearable Gaze Tracking System for Controlling Home Appliance

A novel gaze tracking system for controlling home appliances in 3D space is proposed in this study. Our research is novel in the following four ways. First, we propose a nonwearable gaze tracking system containing frontal viewing and eye tracking cameras. Second, our system includes three modes: nav...

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Detalles Bibliográficos
Autores principales: Heo, Hwan, Lee, Jong Man, Jung, Dongwook, Lee, Ji Woo, Park, Kang Ryoung
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4178921/
https://www.ncbi.nlm.nih.gov/pubmed/25298966
http://dx.doi.org/10.1155/2014/303670
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author Heo, Hwan
Lee, Jong Man
Jung, Dongwook
Lee, Ji Woo
Park, Kang Ryoung
author_facet Heo, Hwan
Lee, Jong Man
Jung, Dongwook
Lee, Ji Woo
Park, Kang Ryoung
author_sort Heo, Hwan
collection PubMed
description A novel gaze tracking system for controlling home appliances in 3D space is proposed in this study. Our research is novel in the following four ways. First, we propose a nonwearable gaze tracking system containing frontal viewing and eye tracking cameras. Second, our system includes three modes: navigation (for moving the wheelchair depending on the direction of gaze movement), selection (for selecting a specific appliance by gaze estimation), and manipulation (for controlling the selected appliance by gazing at the control panel). The modes can be changed by closing eyes during a specific time period or gazing. Third, in the navigation mode, the signal for moving the wheelchair can be triggered according to the direction of gaze movement. Fourth, after a specific home appliance is selected by gazing at it for more than predetermined time period, a control panel with 3 × 2 menu is displayed on laptop computer below the gaze tracking system for manipulation. The user gazes at one of the menu options for a specific time period, which can be manually adjusted according to the user, and the signal for controlling the home appliance can be triggered. The proposed method is shown to have high detection accuracy through a series of experiments.
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spelling pubmed-41789212014-10-08 Nonwearable Gaze Tracking System for Controlling Home Appliance Heo, Hwan Lee, Jong Man Jung, Dongwook Lee, Ji Woo Park, Kang Ryoung ScientificWorldJournal Research Article A novel gaze tracking system for controlling home appliances in 3D space is proposed in this study. Our research is novel in the following four ways. First, we propose a nonwearable gaze tracking system containing frontal viewing and eye tracking cameras. Second, our system includes three modes: navigation (for moving the wheelchair depending on the direction of gaze movement), selection (for selecting a specific appliance by gaze estimation), and manipulation (for controlling the selected appliance by gazing at the control panel). The modes can be changed by closing eyes during a specific time period or gazing. Third, in the navigation mode, the signal for moving the wheelchair can be triggered according to the direction of gaze movement. Fourth, after a specific home appliance is selected by gazing at it for more than predetermined time period, a control panel with 3 × 2 menu is displayed on laptop computer below the gaze tracking system for manipulation. The user gazes at one of the menu options for a specific time period, which can be manually adjusted according to the user, and the signal for controlling the home appliance can be triggered. The proposed method is shown to have high detection accuracy through a series of experiments. Hindawi Publishing Corporation 2014 2014-09-14 /pmc/articles/PMC4178921/ /pubmed/25298966 http://dx.doi.org/10.1155/2014/303670 Text en Copyright © 2014 Hwan Heo et al. https://creativecommons.org/licenses/by/3.0/ 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
Heo, Hwan
Lee, Jong Man
Jung, Dongwook
Lee, Ji Woo
Park, Kang Ryoung
Nonwearable Gaze Tracking System for Controlling Home Appliance
title Nonwearable Gaze Tracking System for Controlling Home Appliance
title_full Nonwearable Gaze Tracking System for Controlling Home Appliance
title_fullStr Nonwearable Gaze Tracking System for Controlling Home Appliance
title_full_unstemmed Nonwearable Gaze Tracking System for Controlling Home Appliance
title_short Nonwearable Gaze Tracking System for Controlling Home Appliance
title_sort nonwearable gaze tracking system for controlling home appliance
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4178921/
https://www.ncbi.nlm.nih.gov/pubmed/25298966
http://dx.doi.org/10.1155/2014/303670
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