Modalities and Feature extraction

Abstract

In this chapter, the modalities that are relevant for affect recognition in the scope of this work are presented, together with pre-processing steps and feature choices. The discussed modalities are audio, video and a number of biophysiological channels namely electrocardiogram, electromyography and electrodermal activity.