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Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System

Fall prevention is an important issue particularly for the elderly. This paper proposes a camera-based line-laser obstacle detection system to prevent falls in the indoor environment. When obstacles are detected, the system will emit alarm messages to catch the attention of the user. Because the eld...

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Detalles Bibliográficos
Autores principales: Lin, Tzung-Han, Yang, Chi-Yun, Shih, Wen-Pin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5450170/
https://www.ncbi.nlm.nih.gov/pubmed/29065650
http://dx.doi.org/10.1155/2017/8264071
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author Lin, Tzung-Han
Yang, Chi-Yun
Shih, Wen-Pin
author_facet Lin, Tzung-Han
Yang, Chi-Yun
Shih, Wen-Pin
author_sort Lin, Tzung-Han
collection PubMed
description Fall prevention is an important issue particularly for the elderly. This paper proposes a camera-based line-laser obstacle detection system to prevent falls in the indoor environment. When obstacles are detected, the system will emit alarm messages to catch the attention of the user. Because the elderly spend a lot of their time at home, the proposed line-laser obstacle detection system is designed mainly for indoor applications. Our obstacle detection system casts a laser line, which passes through a horizontal plane and has a specific height to the ground. A camera, whose optical axis has a specific inclined angle to the plane, will observe the laser pattern to obtain the potential obstacles. Based on this configuration, the distance between the obstacles and the system can be further determined by a perspective transformation called homography. After conducting the experiments, critical parameters of the algorithms can be determined, and the detected obstacles can be classified into different levels of danger, causing the system to send different alarm messages.
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spelling pubmed-54501702017-06-08 Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System Lin, Tzung-Han Yang, Chi-Yun Shih, Wen-Pin J Healthc Eng Research Article Fall prevention is an important issue particularly for the elderly. This paper proposes a camera-based line-laser obstacle detection system to prevent falls in the indoor environment. When obstacles are detected, the system will emit alarm messages to catch the attention of the user. Because the elderly spend a lot of their time at home, the proposed line-laser obstacle detection system is designed mainly for indoor applications. Our obstacle detection system casts a laser line, which passes through a horizontal plane and has a specific height to the ground. A camera, whose optical axis has a specific inclined angle to the plane, will observe the laser pattern to obtain the potential obstacles. Based on this configuration, the distance between the obstacles and the system can be further determined by a perspective transformation called homography. After conducting the experiments, critical parameters of the algorithms can be determined, and the detected obstacles can be classified into different levels of danger, causing the system to send different alarm messages. Hindawi 2017 2017-05-15 /pmc/articles/PMC5450170/ /pubmed/29065650 http://dx.doi.org/10.1155/2017/8264071 Text en Copyright © 2017 Tzung-Han Lin et al. http://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
Lin, Tzung-Han
Yang, Chi-Yun
Shih, Wen-Pin
Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System
title Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System
title_full Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System
title_fullStr Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System
title_full_unstemmed Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System
title_short Fall Prevention Shoes Using Camera-Based Line-Laser Obstacle Detection System
title_sort fall prevention shoes using camera-based line-laser obstacle detection system
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5450170/
https://www.ncbi.nlm.nih.gov/pubmed/29065650
http://dx.doi.org/10.1155/2017/8264071
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