This paper describes the conceptual model and the implementation of an emotion aware system able to manage multimedia contents (i.e., music tracks) and lightning scenarios, based on the user’s emotion, detected from facial expressions. The system captures the emotions from the user’s face expressions, mapping them into a 2D valence-arousal space where the multimedia content is mapped and matches them with lighting color. A preliminary experimentation involved a total of 26 subjects has been carried out with the purpose of assess the system emotion recognition effectiveness and its ability to manage the environment appropriately. Results evidenced several limits of emotion recognition through face expressions detection and opens to several research challenges

Emotion-aware ambient intelligence: Changing smart environment interaction paradigms through affective computing / Altieri, A.; Ceccacci, S.; Mengoni, M.. - ELETTRONICO. - 11587:(2019), pp. 258-270. [10.1007/978-3-030-21935-2_20]

Emotion-aware ambient intelligence: Changing smart environment interaction paradigms through affective computing

Altieri A.;Ceccacci S.
;
Mengoni M.
2019-01-01

Abstract

This paper describes the conceptual model and the implementation of an emotion aware system able to manage multimedia contents (i.e., music tracks) and lightning scenarios, based on the user’s emotion, detected from facial expressions. The system captures the emotions from the user’s face expressions, mapping them into a 2D valence-arousal space where the multimedia content is mapped and matches them with lighting color. A preliminary experimentation involved a total of 26 subjects has been carried out with the purpose of assess the system emotion recognition effectiveness and its ability to manage the environment appropriately. Results evidenced several limits of emotion recognition through face expressions detection and opens to several research challenges
2019
DISTRIBUTED, AMBIENT AND PERVASIVE INTERACTIONS, Book Serie: Lecture Notes in Computer Science
978-303021934-5
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11566/276192
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