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A Smart Mirror for Emotion Monitoring in Home Environments

Smart mirrors are devices that can display any kind of information and can interact with the user using touch and voice commands. Different kinds of smart mirrors exist: general purpose, medical, fashion, and other task specific ones. General purpose smart mirrors are suitable for home environments...

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Detalles Bibliográficos
Autores principales: Bianco, Simone, Celona, Luigi, Ciocca, Gianluigi, Marelli, Davide, Napoletano, Paolo, Yu, Stefano, Schettini, Raimondo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625889/
https://www.ncbi.nlm.nih.gov/pubmed/34833529
http://dx.doi.org/10.3390/s21227453
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author Bianco, Simone
Celona, Luigi
Ciocca, Gianluigi
Marelli, Davide
Napoletano, Paolo
Yu, Stefano
Schettini, Raimondo
author_facet Bianco, Simone
Celona, Luigi
Ciocca, Gianluigi
Marelli, Davide
Napoletano, Paolo
Yu, Stefano
Schettini, Raimondo
author_sort Bianco, Simone
collection PubMed
description Smart mirrors are devices that can display any kind of information and can interact with the user using touch and voice commands. Different kinds of smart mirrors exist: general purpose, medical, fashion, and other task specific ones. General purpose smart mirrors are suitable for home environments but the exiting ones offer similar, limited functionalities. In this paper, we present a general-purpose smart mirror that integrates several functionalities, standard and advanced, to support users in their everyday life. Among the advanced functionalities are the capabilities of detecting a person’s emotions, the short- and long-term monitoring and analysis of the emotions, a double authentication protocol to preserve the privacy, and the integration of Alexa Skills to extend the applications of the smart mirrors. We exploit a deep learning technique to develop most of the smart functionalities. The effectiveness of the device is demonstrated by the performances of the implemented functionalities, and the evaluation in terms of its usability with real users.
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spelling pubmed-86258892021-11-27 A Smart Mirror for Emotion Monitoring in Home Environments Bianco, Simone Celona, Luigi Ciocca, Gianluigi Marelli, Davide Napoletano, Paolo Yu, Stefano Schettini, Raimondo Sensors (Basel) Article Smart mirrors are devices that can display any kind of information and can interact with the user using touch and voice commands. Different kinds of smart mirrors exist: general purpose, medical, fashion, and other task specific ones. General purpose smart mirrors are suitable for home environments but the exiting ones offer similar, limited functionalities. In this paper, we present a general-purpose smart mirror that integrates several functionalities, standard and advanced, to support users in their everyday life. Among the advanced functionalities are the capabilities of detecting a person’s emotions, the short- and long-term monitoring and analysis of the emotions, a double authentication protocol to preserve the privacy, and the integration of Alexa Skills to extend the applications of the smart mirrors. We exploit a deep learning technique to develop most of the smart functionalities. The effectiveness of the device is demonstrated by the performances of the implemented functionalities, and the evaluation in terms of its usability with real users. MDPI 2021-11-09 /pmc/articles/PMC8625889/ /pubmed/34833529 http://dx.doi.org/10.3390/s21227453 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 Article
Bianco, Simone
Celona, Luigi
Ciocca, Gianluigi
Marelli, Davide
Napoletano, Paolo
Yu, Stefano
Schettini, Raimondo
A Smart Mirror for Emotion Monitoring in Home Environments
title A Smart Mirror for Emotion Monitoring in Home Environments
title_full A Smart Mirror for Emotion Monitoring in Home Environments
title_fullStr A Smart Mirror for Emotion Monitoring in Home Environments
title_full_unstemmed A Smart Mirror for Emotion Monitoring in Home Environments
title_short A Smart Mirror for Emotion Monitoring in Home Environments
title_sort smart mirror for emotion monitoring in home environments
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8625889/
https://www.ncbi.nlm.nih.gov/pubmed/34833529
http://dx.doi.org/10.3390/s21227453
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