Effect of Facial Expression Categories and Calculation Methods on Automatic Emotion Recognition

Automatic classifiers are becoming increasingly popular for emotion recognition purposes. In order to compare the accuracy of seven commercially available classifiers, 468 video recordings of posed facial expressions supposedly displaying anger, disgust, fear, happiness, sadness or surprise were processed. Four different calculation methods to identify the emotion recognised were compared. A gener...