Classification of affects using head movement, skin color features and physiological signals

• Published in: 2012 IEEE International Conference on Systems, Man, and Cybernetics (SMC) pp. 2664 - 2669
• Main Authors: Monkaresi, H., Hussain, M. S., Calvo, R. A.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.10.2012
• Subjects: Accuracy; Affective computing; Computational modeling; Feature extraction; Image color analysis; machine learning; multichannel physiology; multimodal fusion; Physiology; Sensors; video analysis; Videos

The automated detection of emotions opens the possibility to new applications in areas such as education, mental health and entertainment. There is an increasing interest on detection techniques that combine multiple modalities. In this study, we introduce automated techniques to detect users'...