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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,...

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Autores principales: Galván-Ruiz, Jesús, Travieso-González, Carlos M., Tejera-Fettmilch, Acaymo, Pinan-Roescher, Alejandro, Esteban-Hernández, Luis, Domínguez-Quintana, Luis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
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.
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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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