Automatic measurement of affect in dimensional and continuous spaces: why, what, and how?

Authors:
Hatice Gunes;Maja Pantic
Affiliations:
University of Technology Sydney, Australia;University of Twente, The Netherlands
Venue:
Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research
Year:
2010

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Abstract

This paper aims to give a brief overview of the current state-of-the-art in automatic measurement of affect signals in dimensional and continuous spaces (a continuous scale from -1 to +1) by seeking answers to the following questions: i) why has the field shifted towards dimensional and continuous interpretations of affective displays recorded in real-world settings? ii) what are the affect dimensions used, and the affect signals measured?and iii)how has the current automatic measurement technology been developed, and how can we advance the field?