Prerequisites for Affective Signal Processing (ASP)


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
Electrical Engineering, Mathematics and Computer Science (EEMCS)
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