Title
A Smart Mirror for Emotion Monitoring in Home Environments
Abstract
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.
Year
DOI
Venue
2021
10.3390/s21227453
SENSORS
Keywords
DocType
Volume
smart mirror, affective computing, multimodal interaction, Raspberry Pi, deep learning, internet of things, Amazon Alexa virtual assistant, positive technology
Journal
21
Issue
ISSN
Citations 
22
1424-8220
0
PageRank 
References 
Authors
0.34
0
7
Name
Order
Citations
PageRank
Simone Bianco122624.48
Luigi Celona2667.70
Gianluigi Ciocca300.68
Davide Marelli400.68
Paolo Napoletano500.34
Stefano Yu600.34
Raimondo Schettini721.06