Emotions are an increasingly important factor in Human-Computer Interaction. So, extracting emotions from multimedia contents is becoming one of the most challenging research topics in Computer Science. Facial expressions, posture, gestures, speech, emotive changes of physical parameter (e.g. body temperature, blush and changes in the tone of the voice) can reflect changes in the user's emotion...