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Interactive Application of Data Glove Based on Emotion Recognition and Judgment System

In this paper, the interactive application of data gloves based on emotion recognition and judgment system is investigated. A system of emotion recognition and judgment is established based on the set of optimal features of physiological signals, and then a data glove with multi-channel data transmi...

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Detalles Bibliográficos
Autores principales: Lin, Wenqian, Li, Chao, Zhang, Yunjian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460863/
https://www.ncbi.nlm.nih.gov/pubmed/36080794
http://dx.doi.org/10.3390/s22176327
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author Lin, Wenqian
Li, Chao
Zhang, Yunjian
author_facet Lin, Wenqian
Li, Chao
Zhang, Yunjian
author_sort Lin, Wenqian
collection PubMed
description In this paper, the interactive application of data gloves based on emotion recognition and judgment system is investigated. A system of emotion recognition and judgment is established based on the set of optimal features of physiological signals, and then a data glove with multi-channel data transmission based on the recognition of hand posture and emotion is constructed. Finally, the system of virtual hand control and a manipulator driven by emotion is built. Five subjects were selected for the test of the above systems. The test results show that the virtual hand and manipulator can be simultaneously controlled by the data glove. In the case that the subjects do not make any hand gesture change, the system can directly control the gesture of the virtual hand by reading the physiological signal of the subject, at which point the gesture control and emotion control can be carried out at the same time. In the test of the manipulator driven by emotion, only the results driven by two emotional trends achieve the desired purpose.
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spelling pubmed-94608632022-09-10 Interactive Application of Data Glove Based on Emotion Recognition and Judgment System Lin, Wenqian Li, Chao Zhang, Yunjian Sensors (Basel) Article In this paper, the interactive application of data gloves based on emotion recognition and judgment system is investigated. A system of emotion recognition and judgment is established based on the set of optimal features of physiological signals, and then a data glove with multi-channel data transmission based on the recognition of hand posture and emotion is constructed. Finally, the system of virtual hand control and a manipulator driven by emotion is built. Five subjects were selected for the test of the above systems. The test results show that the virtual hand and manipulator can be simultaneously controlled by the data glove. In the case that the subjects do not make any hand gesture change, the system can directly control the gesture of the virtual hand by reading the physiological signal of the subject, at which point the gesture control and emotion control can be carried out at the same time. In the test of the manipulator driven by emotion, only the results driven by two emotional trends achieve the desired purpose. MDPI 2022-08-23 /pmc/articles/PMC9460863/ /pubmed/36080794 http://dx.doi.org/10.3390/s22176327 Text en © 2022 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 Article
Lin, Wenqian
Li, Chao
Zhang, Yunjian
Interactive Application of Data Glove Based on Emotion Recognition and Judgment System
title Interactive Application of Data Glove Based on Emotion Recognition and Judgment System
title_full Interactive Application of Data Glove Based on Emotion Recognition and Judgment System
title_fullStr Interactive Application of Data Glove Based on Emotion Recognition and Judgment System
title_full_unstemmed Interactive Application of Data Glove Based on Emotion Recognition and Judgment System
title_short Interactive Application of Data Glove Based on Emotion Recognition and Judgment System
title_sort interactive application of data glove based on emotion recognition and judgment system
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460863/
https://www.ncbi.nlm.nih.gov/pubmed/36080794
http://dx.doi.org/10.3390/s22176327
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