This note gives a preliminary account of the transcoding or rechanneling problem between different stimuli as it is of interest for the natural interaction or affective computing fields. By the consideration of a simple example, namely the color response of an affective lamp to a sensed facial expression, we frame the problem within an information-theoretic perspective. A full justification in terms of the Information Bottleneck principle promotes a latent affective space, hitherto surmised as an appealing and intuitive solution, as a suitable mediator between the different stimuli.

The Color of Smiling : Computational Synaesthesia of Facial Expressions / V. Cuculo, R. Lanzarotti, G. Boccignone (LECTURE NOTES IN COMPUTER SCIENCE). - In: Image Analysis and Processing : ICIAP / [a cura di] V. Murino, E. Puppo. - Prima edizione. - [s.l] : Springer International, 2015 Aug 21. - ISBN 9783319232300. - pp. 203-214 (( Intervento presentato al 18. convegno International Conference on Image Analysis and Processing : ICIAP 2015 tenutosi a Genova nel 2015 [10.1007/978-3-319-23231-7_19].

The Color of Smiling : Computational Synaesthesia of Facial Expressions

V. Cuculo
Primo
;
R. Lanzarotti
Secondo
;
G. Boccignone
Ultimo
2015

Abstract

This note gives a preliminary account of the transcoding or rechanneling problem between different stimuli as it is of interest for the natural interaction or affective computing fields. By the consideration of a simple example, namely the color response of an affective lamp to a sensed facial expression, we frame the problem within an information-theoretic perspective. A full justification in terms of the Information Bottleneck principle promotes a latent affective space, hitherto surmised as an appealing and intuitive solution, as a suitable mediator between the different stimuli.
Affective computing; Facial expressions; Information-bottleneck; Graphical models
Settore INF/01 - Informatica
Settore ING-INF/05 - Sistemi di Elaborazione delle Informazioni
21-ago-2015
Istituto Italiano di Tecnologia (IIT)
Book Part (author)
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/2434/312929
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