Title :
Towards robotic facial mimicry: System development and evaluation
Author :
Mayer, Christoph ; Sosnowski, Stefan ; Kühnlenz, Kolja ; Radig, Bernd
Author_Institution :
Image Understanding & Knowledge-Based Syst., Tech. Univ. Munchen, Munich, Germany
Abstract :
We introduce a facial mimicry system, which combines facial expression analysis and synthesis on a robot, utilizing the facial action coding system. The activation of action units on a user´s face is automatically extracted from a video stream and mapped to the robot, thus mirroring the facial expression. As a novel approach, a user study quantifies the congruence of the initial human facial expression with the robotic facial expression. The evaluation shows that the robotic facial expression is perceived to be close to the human facial expression, from which it is derived. This is a fundamental aspect for a mimicry system, providing a basis for future research on empathy and emotional closed loop control.
Keywords :
emotion recognition; face recognition; humanoid robots; video streaming; emotional closed loop control; facial action coding system; facial expression analysis; robotic facial expression; robotic facial mimicry; video stream; Eyelids; Face; Face recognition; Feature extraction; Humans; Robots;
Conference_Titel :
RO-MAN, 2010 IEEE
Conference_Location :
Viareggio
Print_ISBN :
978-1-4244-7991-7
DOI :
10.1109/ROMAN.2010.5598629