Prerequisites for affective signal processing (ASP)

Egon van den Broek, Joris H. Janssen, Joyce H.D.M. Westerink, Jennifer A. Healey

    Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

    32 Citations (Scopus)
    77 Downloads (Pure)

    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 languageUndefined
    Title of host publicationInternational conference on bio-inspired systems and signal processing, biosignals 2009
    EditorsP. Encarnacao, A. Veloso
    Place of PublicationPortugal
    PublisherINSTICC PRESS
    Pages426-433
    Number of pages8
    ISBN (Print)978-989-8111-65-4
    Publication statusPublished - 14 Jan 2009
    EventInternational Conference on Bio-Inspired Systems and Signal Processing 2009 - Porto, Portugal
    Duration: 14 Jan 200917 Jan 2009
    http://www.biosignals.biostec.org/Biosignals2009/

    Publication series

    Name
    PublisherINSTICC Press

    Conference

    ConferenceInternational Conference on Bio-Inspired Systems and Signal Processing 2009
    Abbreviated titleBIOSIGNALS 2009
    CountryPortugal
    CityPorto
    Period14/01/0917/01/09
    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

    Cite this

    van den Broek, E., Janssen, J. H., Westerink, J. H. D. M., & Healey, J. A. (2009). Prerequisites for affective signal processing (ASP). In P. Encarnacao, & A. Veloso (Eds.), International conference on bio-inspired systems and signal processing, biosignals 2009 (pp. 426-433). Portugal: INSTICC PRESS.