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Data used for detection and tracking of dynamic objects for visually impaired people

This paper presents in detail the methodology for the detection and tracking of dynamic objects from the article in press (A new methodology applied to dynamic object detection and tracking systems for visually impaired people [1]). In order to validate this methodology, four different architectures...

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Detalles Bibliográficos
Autores principales: Cordeiro, Natal Henrique, Pedrino, Emerson Carlos
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6728795/
https://www.ncbi.nlm.nih.gov/pubmed/31516944
http://dx.doi.org/10.1016/j.dib.2019.104403
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author Cordeiro, Natal Henrique
Pedrino, Emerson Carlos
author_facet Cordeiro, Natal Henrique
Pedrino, Emerson Carlos
author_sort Cordeiro, Natal Henrique
collection PubMed
description This paper presents in detail the methodology for the detection and tracking of dynamic objects from the article in press (A new methodology applied to dynamic object detection and tracking systems for visually impaired people [1]). In order to validate this methodology, four different architectures have been designed in this paper. These architectures have implemented the techniques of pattern recognition, optical flow, background subtraction and color tracking to enable comparison and to see which is the most appropriate in a given environment. In this paper we also present a method created to quantify the effectiveness of each architecture implemented.
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spelling pubmed-67287952019-09-12 Data used for detection and tracking of dynamic objects for visually impaired people Cordeiro, Natal Henrique Pedrino, Emerson Carlos Data Brief Computer Science This paper presents in detail the methodology for the detection and tracking of dynamic objects from the article in press (A new methodology applied to dynamic object detection and tracking systems for visually impaired people [1]). In order to validate this methodology, four different architectures have been designed in this paper. These architectures have implemented the techniques of pattern recognition, optical flow, background subtraction and color tracking to enable comparison and to see which is the most appropriate in a given environment. In this paper we also present a method created to quantify the effectiveness of each architecture implemented. Elsevier 2019-08-21 /pmc/articles/PMC6728795/ /pubmed/31516944 http://dx.doi.org/10.1016/j.dib.2019.104403 Text en © 2019 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Computer Science
Cordeiro, Natal Henrique
Pedrino, Emerson Carlos
Data used for detection and tracking of dynamic objects for visually impaired people
title Data used for detection and tracking of dynamic objects for visually impaired people
title_full Data used for detection and tracking of dynamic objects for visually impaired people
title_fullStr Data used for detection and tracking of dynamic objects for visually impaired people
title_full_unstemmed Data used for detection and tracking of dynamic objects for visually impaired people
title_short Data used for detection and tracking of dynamic objects for visually impaired people
title_sort data used for detection and tracking of dynamic objects for visually impaired people
topic Computer Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6728795/
https://www.ncbi.nlm.nih.gov/pubmed/31516944
http://dx.doi.org/10.1016/j.dib.2019.104403
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