Engineering affective computing: a unifying software architecture
CLAY, Alexis
Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]
Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]
COUTURE, Nadine
Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]

Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]
CLAY, Alexis
Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]
Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]
COUTURE, Nadine
Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]
< Leer menos

Laboratoire Bordelais de Recherche en Informatique [LaBRI]
ESTIA - Institute of technology [ESTIA]
Idioma
EN
Communication dans un congrès
Este ítem está publicado en
Affective Computing and Intelligent Interaction (ACII 2009), 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009., 2009-09-10, Amsterdam. 2009-12-08p. 1-6
Resumen en inglés
In the field of affective computing, one of the most exciting motivations is to enable a computer to sense users' emotions. To achieve this goal an interactive application has to incorporate emotional sensitivity. Following ...Leer más >
In the field of affective computing, one of the most exciting motivations is to enable a computer to sense users' emotions. To achieve this goal an interactive application has to incorporate emotional sensitivity. Following an engineering approach, the key point is then to define a unifying software architecture that allows any interactive system to become emotionally sensitive. Most research focus on identifying and validating interpretation systems and/or emotional characteristics from different modalities. However, there is little focus on modeling generic software architecture for emotion recognition. Therefore, we propose an integrative approach and define such a generic software architecture based on the grounding theory of multimodality. We state that emotion recognition should be multimodal and serve as a tool for interaction. As such, we use results on multimodality in interactive applications to propose the emotion branch, a component-based architecture model for emotion recognition systems that integrates itself within general models for interactive systems. The emotion branch unifies existing emotion recognition applications architectures following the usual three-level schema: capturing signals from sensors, extracting and analyzing emotionally-relevant characteristics from the obtained data and interpreting these characteristics into an emotion. We illustrate the feasibility and the advantages of the emotion branch with a test case that we developed for gesture-based emotion recognition.< Leer menos
Centros de investigación