Prerequisites for Affective Signal Processing (ASP)


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Broek, Egon L. van den and Janssen, Joris H. and Westerink, Joyce H.D.M. and Healey, Jennifer A. (2009) Prerequisites for Affective Signal Processing (ASP). In: International Conference on Bio-Inspired Systems and Signal Processing, Biosignals 2009, 14-17 Jan 2009, Porto, Portugal (pp. pp. 426-433).

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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).
Item Type:Conference or Workshop Item
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Electrical Engineering, Mathematics and Computer Science (EEMCS)
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Link to this item:http://purl.utwente.nl/publications/73169
Publisher URL:http://www.scitepress.org/DigitalLibrary/
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