Title :
Pleasure-arousal-dominance driven facial expression simulation
Author :
Boukricha, Hana ; Wachsmuth, Ipke ; Hofstätter, Andrea ; Grammer, Karl
Author_Institution :
Fac. of Technol., Bielefeld Univ., Bielefeld, Germany
Abstract :
Expressing and recognizing affective states with respect to facial expressions is an important aspect in perceiving virtual humans as more natural and believable. Based on the results of an empirical study a system for simulating emotional facial expressions for a virtual human has been evolved. This system consists of two parts: (1) a control architecture for simulating emotional facial expressions with respect to Pleasure, Arousal, and Dominance (PAD) values, (2) an expressive output component for animating the virtual human´s facial muscle actions called Action Units (AUs), modeled following the Facial Action Coding System (FACS). A large face repertoire of about 6000 faces arranged in PAD-space with respect to two dominance values (dominant vs. submissive) is obtained as a result of the empirical study. Using the face repertoire an approach towards realizing facial mimicry for a virtual human based on backward mapping AUs displaying an emotional facial expression on PAD-values is outlined. A preliminary evaluation of this first approach is realized with AUs corresponding to the basic emotions Happy and Angry.
Keywords :
behavioural sciences computing; computer animation; face recognition; human computer interaction; virtual reality; PAD-space; action units; backward mapping; control architecture; emotional facial expressions; face repertoire; facial action coding system; facial mimicry; facial muscle actions; pleasure-arousal-dominance driven facial expression simulation; virtual humans; Application software; Atherosclerosis; Bonding; Communication channels; Displays; Face recognition; Facial animation; Facial muscles; Humans; Pain;
Conference_Titel :
Affective Computing and Intelligent Interaction and Workshops, 2009. ACII 2009. 3rd International Conference on
Conference_Location :
Amsterdam
Print_ISBN :
978-1-4244-4800-5
Electronic_ISBN :
978-1-4244-4799-2
DOI :
10.1109/ACII.2009.5349579