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Perspective and Evolution of Gesture Recognition for Sign Language: A Review
This review analyses the different gesture recognition systems through a timeline, showing the different types of technology, and specifying which are the most important features and their achieved recognition rates. At the end of the review, Leap Motion sensor possibilities are described in detail,...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349703/ https://www.ncbi.nlm.nih.gov/pubmed/32599793 http://dx.doi.org/10.3390/s20123571 |
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author | Galván-Ruiz, Jesús Travieso-González, Carlos M. Tejera-Fettmilch, Acaymo Pinan-Roescher, Alejandro Esteban-Hernández, Luis Domínguez-Quintana, Luis |
author_facet | Galván-Ruiz, Jesús Travieso-González, Carlos M. Tejera-Fettmilch, Acaymo Pinan-Roescher, Alejandro Esteban-Hernández, Luis Domínguez-Quintana, Luis |
author_sort | Galván-Ruiz, Jesús |
collection | PubMed |
description | This review analyses the different gesture recognition systems through a timeline, showing the different types of technology, and specifying which are the most important features and their achieved recognition rates. At the end of the review, Leap Motion sensor possibilities are described in detail, in order to consider its application on the field of sign language. This device has many positive characteristics that make it a good option for sign language. One of the most important conclusions is the ability of the Leap Motion sensor to provide 3D information from the hands for due identification. |
format | Online Article Text |
id | pubmed-7349703 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-73497032020-07-15 Perspective and Evolution of Gesture Recognition for Sign Language: A Review Galván-Ruiz, Jesús Travieso-González, Carlos M. Tejera-Fettmilch, Acaymo Pinan-Roescher, Alejandro Esteban-Hernández, Luis Domínguez-Quintana, Luis Sensors (Basel) Review This review analyses the different gesture recognition systems through a timeline, showing the different types of technology, and specifying which are the most important features and their achieved recognition rates. At the end of the review, Leap Motion sensor possibilities are described in detail, in order to consider its application on the field of sign language. This device has many positive characteristics that make it a good option for sign language. One of the most important conclusions is the ability of the Leap Motion sensor to provide 3D information from the hands for due identification. MDPI 2020-06-24 /pmc/articles/PMC7349703/ /pubmed/32599793 http://dx.doi.org/10.3390/s20123571 Text en © 2020 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Review Galván-Ruiz, Jesús Travieso-González, Carlos M. Tejera-Fettmilch, Acaymo Pinan-Roescher, Alejandro Esteban-Hernández, Luis Domínguez-Quintana, Luis Perspective and Evolution of Gesture Recognition for Sign Language: A Review |
title | Perspective and Evolution of Gesture Recognition for Sign Language: A Review |
title_full | Perspective and Evolution of Gesture Recognition for Sign Language: A Review |
title_fullStr | Perspective and Evolution of Gesture Recognition for Sign Language: A Review |
title_full_unstemmed | Perspective and Evolution of Gesture Recognition for Sign Language: A Review |
title_short | Perspective and Evolution of Gesture Recognition for Sign Language: A Review |
title_sort | perspective and evolution of gesture recognition for sign language: a review |
topic | Review |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7349703/ https://www.ncbi.nlm.nih.gov/pubmed/32599793 http://dx.doi.org/10.3390/s20123571 |
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