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Smartphone-Based Escalator Recognition for the Visually Impaired

It is difficult for visually impaired individuals to recognize escalators in everyday environments. If the individuals ride on escalators in the wrong direction, they will stumble on the steps. This paper proposes a novel method to assist visually impaired individuals in finding available escalators...

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Detalles Bibliográficos
Autores principales: Nakamura, Daiki, Takizawa, Hotaka, Aoyagi, Mayumi, Ezaki, Nobuo, Mizuno, Shinji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5469662/
https://www.ncbi.nlm.nih.gov/pubmed/28481270
http://dx.doi.org/10.3390/s17051057
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author Nakamura, Daiki
Takizawa, Hotaka
Aoyagi, Mayumi
Ezaki, Nobuo
Mizuno, Shinji
author_facet Nakamura, Daiki
Takizawa, Hotaka
Aoyagi, Mayumi
Ezaki, Nobuo
Mizuno, Shinji
author_sort Nakamura, Daiki
collection PubMed
description It is difficult for visually impaired individuals to recognize escalators in everyday environments. If the individuals ride on escalators in the wrong direction, they will stumble on the steps. This paper proposes a novel method to assist visually impaired individuals in finding available escalators by the use of smartphone cameras. Escalators are recognized by analyzing optical flows in video frames captured by the cameras, and auditory feedback is provided to the individuals. The proposed method was implemented on an Android smartphone and applied to actual escalator scenes. The experimental results demonstrate that the proposed method is promising for helping visually impaired individuals use escalators.
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spelling pubmed-54696622017-06-16 Smartphone-Based Escalator Recognition for the Visually Impaired Nakamura, Daiki Takizawa, Hotaka Aoyagi, Mayumi Ezaki, Nobuo Mizuno, Shinji Sensors (Basel) Article It is difficult for visually impaired individuals to recognize escalators in everyday environments. If the individuals ride on escalators in the wrong direction, they will stumble on the steps. This paper proposes a novel method to assist visually impaired individuals in finding available escalators by the use of smartphone cameras. Escalators are recognized by analyzing optical flows in video frames captured by the cameras, and auditory feedback is provided to the individuals. The proposed method was implemented on an Android smartphone and applied to actual escalator scenes. The experimental results demonstrate that the proposed method is promising for helping visually impaired individuals use escalators. MDPI 2017-05-06 /pmc/articles/PMC5469662/ /pubmed/28481270 http://dx.doi.org/10.3390/s17051057 Text en © 2017 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Nakamura, Daiki
Takizawa, Hotaka
Aoyagi, Mayumi
Ezaki, Nobuo
Mizuno, Shinji
Smartphone-Based Escalator Recognition for the Visually Impaired
title Smartphone-Based Escalator Recognition for the Visually Impaired
title_full Smartphone-Based Escalator Recognition for the Visually Impaired
title_fullStr Smartphone-Based Escalator Recognition for the Visually Impaired
title_full_unstemmed Smartphone-Based Escalator Recognition for the Visually Impaired
title_short Smartphone-Based Escalator Recognition for the Visually Impaired
title_sort smartphone-based escalator recognition for the visually impaired
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5469662/
https://www.ncbi.nlm.nih.gov/pubmed/28481270
http://dx.doi.org/10.3390/s17051057
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