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Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature

Today, computer vision algorithms are very important for different fields and applications, such as closed-circuit television security, health status monitoring, and recognizing a specific person or object and robotics. Regarding this topic, the present paper deals with a recent review of the litera...

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Autores principales: Montaño-Serrano, Victor Manuel, Jacinto-Villegas, Juan Manuel, Vilchis-González, Adriana Herlinda, Portillo-Rodríguez, Otniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433764/
https://www.ncbi.nlm.nih.gov/pubmed/34502617
http://dx.doi.org/10.3390/s21175728
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author Montaño-Serrano, Victor Manuel
Jacinto-Villegas, Juan Manuel
Vilchis-González, Adriana Herlinda
Portillo-Rodríguez, Otniel
author_facet Montaño-Serrano, Victor Manuel
Jacinto-Villegas, Juan Manuel
Vilchis-González, Adriana Herlinda
Portillo-Rodríguez, Otniel
author_sort Montaño-Serrano, Victor Manuel
collection PubMed
description Today, computer vision algorithms are very important for different fields and applications, such as closed-circuit television security, health status monitoring, and recognizing a specific person or object and robotics. Regarding this topic, the present paper deals with a recent review of the literature on computer vision algorithms (recognition and tracking of faces, bodies, and objects) oriented towards socially assistive robot applications. The performance, frames per second (FPS) processing speed, and hardware implemented to run the algorithms are highlighted by comparing the available solutions. Moreover, this paper provides general information for researchers interested in knowing which vision algorithms are available, enabling them to select the one that is most suitable to include in their robotic system applications.
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spelling pubmed-84337642021-09-12 Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature Montaño-Serrano, Victor Manuel Jacinto-Villegas, Juan Manuel Vilchis-González, Adriana Herlinda Portillo-Rodríguez, Otniel Sensors (Basel) Review Today, computer vision algorithms are very important for different fields and applications, such as closed-circuit television security, health status monitoring, and recognizing a specific person or object and robotics. Regarding this topic, the present paper deals with a recent review of the literature on computer vision algorithms (recognition and tracking of faces, bodies, and objects) oriented towards socially assistive robot applications. The performance, frames per second (FPS) processing speed, and hardware implemented to run the algorithms are highlighted by comparing the available solutions. Moreover, this paper provides general information for researchers interested in knowing which vision algorithms are available, enabling them to select the one that is most suitable to include in their robotic system applications. MDPI 2021-08-25 /pmc/articles/PMC8433764/ /pubmed/34502617 http://dx.doi.org/10.3390/s21175728 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Review
Montaño-Serrano, Victor Manuel
Jacinto-Villegas, Juan Manuel
Vilchis-González, Adriana Herlinda
Portillo-Rodríguez, Otniel
Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature
title Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature
title_full Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature
title_fullStr Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature
title_full_unstemmed Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature
title_short Artificial Vision Algorithms for Socially Assistive Robot Applications: A Review of the Literature
title_sort artificial vision algorithms for socially assistive robot applications: a review of the literature
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8433764/
https://www.ncbi.nlm.nih.gov/pubmed/34502617
http://dx.doi.org/10.3390/s21175728
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