Cargando…
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...
Autores principales: | , , , , |
---|---|
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 |
_version_ | 1783243621416304640 |
---|---|
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. |
format | Online Article Text |
id | pubmed-5469662 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT nakamuradaiki smartphonebasedescalatorrecognitionforthevisuallyimpaired AT takizawahotaka smartphonebasedescalatorrecognitionforthevisuallyimpaired AT aoyagimayumi smartphonebasedescalatorrecognitionforthevisuallyimpaired AT ezakinobuo smartphonebasedescalatorrecognitionforthevisuallyimpaired AT mizunoshinji smartphonebasedescalatorrecognitionforthevisuallyimpaired |