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A Smart Mirror for Emotion Monitoring in Home Environments
Simone Bianco1, Luigi Celona1, Gianluigi Ciocca1
1Department of Informatics, Systems and Communication, University of Milano-Bicocca, Viale Sarca 336, 20126 Milano, Italy.
This study introduces an advanced general-purpose smart mirror with emotion detection and monitoring capabilities. The smart mirror enhances daily life through integrated AI functionalities and user-friendly interaction, ensuring privacy.
Area of Science:
- Human-Computer Interaction
- Artificial Intelligence
- Ubiquitous Computing
Background:
- Existing general-purpose smart mirrors offer limited functionalities for home environments.
- There is a need for advanced, integrated smart mirror solutions to support daily user activities.
Purpose of the Study:
- To present a novel general-purpose smart mirror with integrated standard and advanced functionalities.
- To enhance user support in daily life through intelligent features and extended applications.
Main Methods:
- Development of advanced functionalities using deep learning techniques.
- Implementation of emotion detection, short- and long-term emotion monitoring, and analysis.
- Integration of a double authentication protocol for privacy preservation.
- Incorporation of Alexa Skills for extended application capabilities.
Main Results:
- The smart mirror effectively integrates multiple functionalities, including emotion analysis and privacy-preserving authentication.
- Deep learning techniques were successfully applied to develop advanced smart mirror features.
- User evaluations demonstrated the device's effectiveness and usability.
Conclusions:
- The developed general-purpose smart mirror offers enhanced capabilities beyond existing solutions.
- The integration of AI-driven features like emotion detection and privacy protocols improves user experience.
- This smart mirror represents a significant advancement in interactive home technology.
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