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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MDPI AG
2021
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oai:doaj.org-article:ad9eafc86f9a442dbbc8f3983a1bbf322021-11-25T18:56:33ZA Smart Mirror for Emotion Monitoring in Home Environments10.3390/s212274531424-8220https://doaj.org/article/ad9eafc86f9a442dbbc8f3983a1bbf322021-11-01T00:00:00Zhttps://www.mdpi.com/1424-8220/21/22/7453https://doaj.org/toc/1424-8220Smart 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.Simone BiancoLuigi CelonaGianluigi CioccaDavide MarelliPaolo NapoletanoStefano YuRaimondo SchettiniMDPI AGarticlesmart mirroraffective computingmultimodal interactionRaspberry Pideep learninginternet of thingsChemical technologyTP1-1185ENSensors, Vol 21, Iss 7453, p 7453 (2021) |
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| collection |
DOAJ |
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| topic |
smart mirror affective computing multimodal interaction Raspberry Pi deep learning internet of things Chemical technology TP1-1185 |
| spellingShingle |
smart mirror affective computing multimodal interaction Raspberry Pi deep learning internet of things Chemical technology TP1-1185 Simone Bianco Luigi Celona Gianluigi Ciocca Davide Marelli Paolo Napoletano Stefano Yu Raimondo Schettini A Smart Mirror for Emotion Monitoring in Home Environments |
| 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 |
article |
| author |
Simone Bianco Luigi Celona Gianluigi Ciocca Davide Marelli Paolo Napoletano Stefano Yu Raimondo Schettini |
| author_facet |
Simone Bianco Luigi Celona Gianluigi Ciocca Davide Marelli Paolo Napoletano Stefano Yu Raimondo Schettini |
| author_sort |
Simone Bianco |
| title |
A Smart Mirror for Emotion Monitoring in Home Environments |
| title_short |
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_sort |
smart mirror for emotion monitoring in home environments |
| publisher |
MDPI AG |
| publishDate |
2021 |
| url |
https://doaj.org/article/ad9eafc86f9a442dbbc8f3983a1bbf32 |
| work_keys_str_mv |
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