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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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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. |
format | Online Article Text |
id | pubmed-8433764 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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