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Mobile Assistive Application for Blind People in Indoor Navigation

Navigation is an important human task that needs the human sense of vision. In this context, recent technologies developments provide technical assistance to support the visually impaired in their daily tasks and improve their quality of life. In this paper, we present a mobile assistive application...

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Detalles Bibliográficos
Autores principales: Jabnoun, Hanen, Hashish, Mohammad Abu, Benzarti, Faouzi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313273/
http://dx.doi.org/10.1007/978-3-030-51517-1_36
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author Jabnoun, Hanen
Hashish, Mohammad Abu
Benzarti, Faouzi
author_facet Jabnoun, Hanen
Hashish, Mohammad Abu
Benzarti, Faouzi
author_sort Jabnoun, Hanen
collection PubMed
description Navigation is an important human task that needs the human sense of vision. In this context, recent technologies developments provide technical assistance to support the visually impaired in their daily tasks and improve their quality of life. In this paper, we present a mobile assistive application called “GuiderMoi” that retrieves information about directions using color targets and identifies the next orientation for the visually impaired. In order to avoid the failure in detection and the inaccurate tracking caused by the mobile camera, the proposed method based on the CamShift algorithm aims to introduce better location and identification of color targets. Tests were conduct in natural indoor scene. The results depending on the distance and the angle of view, defined the accurate values to have a highest rate of target recognition. This work has perspectives for this such as implicating the augmented reality and the intelligent navigation based on machine learning and real-time processing.
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spelling pubmed-73132732020-06-24 Mobile Assistive Application for Blind People in Indoor Navigation Jabnoun, Hanen Hashish, Mohammad Abu Benzarti, Faouzi The Impact of Digital Technologies on Public Health in Developed and Developing Countries Article Navigation is an important human task that needs the human sense of vision. In this context, recent technologies developments provide technical assistance to support the visually impaired in their daily tasks and improve their quality of life. In this paper, we present a mobile assistive application called “GuiderMoi” that retrieves information about directions using color targets and identifies the next orientation for the visually impaired. In order to avoid the failure in detection and the inaccurate tracking caused by the mobile camera, the proposed method based on the CamShift algorithm aims to introduce better location and identification of color targets. Tests were conduct in natural indoor scene. The results depending on the distance and the angle of view, defined the accurate values to have a highest rate of target recognition. This work has perspectives for this such as implicating the augmented reality and the intelligent navigation based on machine learning and real-time processing. 2020-05-31 /pmc/articles/PMC7313273/ http://dx.doi.org/10.1007/978-3-030-51517-1_36 Text en © The Author(s) 2020 Open Access This chapter is licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made. The images or other third party material in this chapter are included in the chapter's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the chapter's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
spellingShingle Article
Jabnoun, Hanen
Hashish, Mohammad Abu
Benzarti, Faouzi
Mobile Assistive Application for Blind People in Indoor Navigation
title Mobile Assistive Application for Blind People in Indoor Navigation
title_full Mobile Assistive Application for Blind People in Indoor Navigation
title_fullStr Mobile Assistive Application for Blind People in Indoor Navigation
title_full_unstemmed Mobile Assistive Application for Blind People in Indoor Navigation
title_short Mobile Assistive Application for Blind People in Indoor Navigation
title_sort mobile assistive application for blind people in indoor navigation
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313273/
http://dx.doi.org/10.1007/978-3-030-51517-1_36
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