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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...
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/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. |
format | Online Article Text |
id | pubmed-8625889 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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