Abstract
The study of multimodality is comparatively less
developed for affective interfaces than for their
traditional counterparts. However, one condition for the
successful development of affective interface
technologies is the development of frameworks for the
real-time multimodal fusion. In this paper, we describe
an approach to multimodal affective fusion, which relies
on a dimensional model, Pleasure-Arousal-Dominance (PAD)
to support the fusion of affective modalities, each input
modality being represented as a PAD vector. We describe
how this model supports both affective content fusion and
temporal fusion within a unified approach. We report
results from early user studies which confirm the
existence of a correlation between measured affective
input and user temperament scores. (45 refs.)
| Original language | English |
|---|---|
| Title of host publication | Proceedings of the 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009 |
| Place of Publication | Piscataway, NJ, USA |
| Publisher | IEEE Institute of Electrical and Electronic Engineers |
| Number of pages | 8 |
| ISBN (Print) | 978-1-4244-4800-5, 978-1-4244-4799-2 |
| Publication status | Published - 2009 |
| MoE publication type | A4 Article in a conference publication |
| Event | 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009 - Amsterdam, Netherlands Duration: 10 Sept 2009 → 12 Sept 2009 |
Conference
| Conference | 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009 |
|---|---|
| Abbreviated title | ACII 2009 |
| Country/Territory | Netherlands |
| City | Amsterdam |
| Period | 10/09/09 → 12/09/09 |