Abstract
Although emotions are embraced by science, their recognition has not reached a satisfying level. Through a concise overview of affect, its signals, features, and classification methods, we provide understanding for the problems encountered. Next, we identify the prerequisites for successful Affective Signal Processing: validation (e.g., mapping of constructs on signals), triangulation, a physiology-driven approach, and contributions of the signal processing community. Using these directives, a critical analysis of a real-world case is provided. This illustrates that the prerequisites can become a valuable guide for Affective Signal Processing (ASP).
| Original language | Undefined |
|---|---|
| Title of host publication | International conference on bio-inspired systems and signal processing, biosignals 2009 |
| Editors | P. Encarnacao, A. Veloso |
| Place of Publication | Portugal |
| Publisher | INSTICC PRESS |
| Pages | 426-433 |
| Number of pages | 8 |
| ISBN (Print) | 978-989-8111-65-4 |
| Publication status | Published - 14 Jan 2009 |
| Event | International Conference on Bio-Inspired Systems and Signal Processing 2009 - Porto, Portugal Duration: 14 Jan 2009 → 17 Jan 2009 http://www.biosignals.biostec.org/Biosignals2009/ |
Publication series
| Name | |
|---|---|
| Publisher | INSTICC Press |
Conference
| Conference | International Conference on Bio-Inspired Systems and Signal Processing 2009 |
|---|---|
| Abbreviated title | BIOSIGNALS 2009 |
| Country/Territory | Portugal |
| City | Porto |
| Period | 14/01/09 → 17/01/09 |
| Internet address |
Keywords
- METIS-260134
- IR-73169
- Affective Signal Processing (ASP)
- Physiology-driven
- Validation
- EWI-18391
- Emotion
- HMI-MI: MULTIMODAL INTERACTIONS
- HMI-HF: Human Factors
- HMI-CI: Computational Intelligence
- Triangulation