A Method of Identifying a Public Bus Route Number Employing MY VISION

In response to requests from visually impaired people for better assistance tools in their daily lives and due to the difficulty of using public transportation, it is proposed a bus boarding support system using MY VISION. For the support, a method of identifying a bus route number is proposed in th...

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Autores principales:	Joo Kooi Tan, Yosiki Hamasaki, Ye Zhou, Ishitobi Kazuma
Formato:	article
Lenguaje:	EN
Publicado:	Atlantis Press 2021
Materias:	Bus route number moving area detection Haar-like filters random forest the visually impaired MY VISION Technology T
Acceso en línea:	https://doaj.org/article/07a1ef54fb58440fb55068ce07a77fb9
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id	oai:doaj.org-article:07a1ef54fb58440fb55068ce07a77fb9
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spelling	oai:doaj.org-article:07a1ef54fb58440fb55068ce07a77fb92021-11-18T08:26:07ZA Method of Identifying a Public Bus Route Number Employing MY VISION10.2991/jrnal.k.210922.0141259613942352-6386https://doaj.org/article/07a1ef54fb58440fb55068ce07a77fb92021-10-01T00:00:00Zhttps://www.atlantis-press.com/article/125961394/viewhttps://doaj.org/toc/2352-6386In response to requests from visually impaired people for better assistance tools in their daily lives and due to the difficulty of using public transportation, it is proposed a bus boarding support system using MY VISION. For the support, a method of identifying a bus route number is proposed in this paper. A bus approaching a bus stop is detected from MY VISION images that utilizes the Lucas–Kanade tracker. A bus route number area is then acquired with the help of the Haar-like filters and the random forest. Finally, the number from the area is extracted and identified through pattern matching. The effectiveness of the proposed method was shown by experiments. The results indicate that it is possible to realize a practical boarding support system for the visually impaired.Joo Kooi TanYosiki HamasakiYe ZhouIshitobi KazumaAtlantis PressarticleBus route numbermoving area detectionHaar-like filtersrandom forestthe visually impairedMY VISIONTechnologyTENJournal of Robotics, Networking and Artificial Life (JRNAL), Vol 8, Iss 3 (2021)
institution	DOAJ
collection	DOAJ
language	EN
topic	Bus route number moving area detection Haar-like filters random forest the visually impaired MY VISION Technology T
spellingShingle	Bus route number moving area detection Haar-like filters random forest the visually impaired MY VISION Technology T Joo Kooi Tan Yosiki Hamasaki Ye Zhou Ishitobi Kazuma A Method of Identifying a Public Bus Route Number Employing MY VISION
description	In response to requests from visually impaired people for better assistance tools in their daily lives and due to the difficulty of using public transportation, it is proposed a bus boarding support system using MY VISION. For the support, a method of identifying a bus route number is proposed in this paper. A bus approaching a bus stop is detected from MY VISION images that utilizes the Lucas–Kanade tracker. A bus route number area is then acquired with the help of the Haar-like filters and the random forest. Finally, the number from the area is extracted and identified through pattern matching. The effectiveness of the proposed method was shown by experiments. The results indicate that it is possible to realize a practical boarding support system for the visually impaired.
format	article
author	Joo Kooi Tan Yosiki Hamasaki Ye Zhou Ishitobi Kazuma
author_facet	Joo Kooi Tan Yosiki Hamasaki Ye Zhou Ishitobi Kazuma
author_sort	Joo Kooi Tan
title	A Method of Identifying a Public Bus Route Number Employing MY VISION
title_short	A Method of Identifying a Public Bus Route Number Employing MY VISION
title_full	A Method of Identifying a Public Bus Route Number Employing MY VISION
title_fullStr	A Method of Identifying a Public Bus Route Number Employing MY VISION
title_full_unstemmed	A Method of Identifying a Public Bus Route Number Employing MY VISION
title_sort	method of identifying a public bus route number employing my vision
publisher	Atlantis Press
publishDate	2021
url	https://doaj.org/article/07a1ef54fb58440fb55068ce07a77fb9
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A Method of Identifying a Public Bus Route Number Employing MY VISION

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