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

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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Main Authors: Natal Henrique Cordeiro, Emerson Carlos Pedrino
Format: Article
Language:English
Published: Elsevier 2019-10-01
Series:Data in Brief
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340919307589
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spelling doaj-2f428edb0fd846edabe957d8be6091002020-11-25T01:39:12ZengElsevierData in Brief2352-34092019-10-0126Data used for detection and tracking of dynamic objects for visually impaired peopleNatal Henrique Cordeiro0Emerson Carlos Pedrino1Federal Institute of São Paulo, Brazil; Federal University of São Carlos, Brazil; Corresponding author. Federal Institute of São Paulo, Brazil.Federal University of São Carlos, BrazilThis 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. Keywords: Dynamic objects, Detection, Segmentation, Tracking, Visually impaired peoplehttp://www.sciencedirect.com/science/article/pii/S2352340919307589
collection DOAJ
language English
format Article
sources DOAJ
author Natal Henrique Cordeiro
Emerson Carlos Pedrino
spellingShingle Natal Henrique Cordeiro
Emerson Carlos Pedrino
Data used for detection and tracking of dynamic objects for visually impaired people
Data in Brief
author_facet Natal Henrique Cordeiro
Emerson Carlos Pedrino
author_sort Natal Henrique Cordeiro
title 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_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_sort data used for detection and tracking of dynamic objects for visually impaired people
publisher Elsevier
series Data in Brief
issn 2352-3409
publishDate 2019-10-01
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. Keywords: Dynamic objects, Detection, Segmentation, Tracking, Visually impaired people
url http://www.sciencedirect.com/science/article/pii/S2352340919307589
work_keys_str_mv AT natalhenriquecordeiro datausedfordetectionandtrackingofdynamicobjectsforvisuallyimpairedpeople
AT emersoncarlospedrino datausedfordetectionandtrackingofdynamicobjectsforvisuallyimpairedpeople
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