TY - GEN
T1 - Facial expression recognition with 3D deformable models
AU - Mayer, Christoph
AU - Wimmer, Matthias
AU - Eggers, Martin
AU - Radig, Bernd
PY - 2009
Y1 - 2009
N2 - We present a fully automated three-dimensional modelbased, real-time capable approach to distinguish six universal facial expressions from visual images of human faces. The face model is fitted to the images of a publicly available data base. From the model parameters two sets of features are computed, person-specific and non-person-specific to estimate the facial expression visible in the current image sequence. We integrate the complex, state-of-the-art Candide-3 face model, which is specifically appropriate for facial expression recognition [13] and is also publicly available, which further increases the comparability of our approach. Our experimental evaluation presents recognition rates of the six basic facial expressions defined by Ek-man et al [6].
AB - We present a fully automated three-dimensional modelbased, real-time capable approach to distinguish six universal facial expressions from visual images of human faces. The face model is fitted to the images of a publicly available data base. From the model parameters two sets of features are computed, person-specific and non-person-specific to estimate the facial expression visible in the current image sequence. We integrate the complex, state-of-the-art Candide-3 face model, which is specifically appropriate for facial expression recognition [13] and is also publicly available, which further increases the comparability of our approach. Our experimental evaluation presents recognition rates of the six basic facial expressions defined by Ek-man et al [6].
UR - https://www.scopus.com/pages/publications/63749106165
U2 - 10.1109/ACHI.2009.33
DO - 10.1109/ACHI.2009.33
M3 - Conference contribution
AN - SCOPUS:63749106165
SN - 9780769535296
T3 - Proceedings of the 2nd International Conferences on Advances in Computer-Human Interactions, ACHI 2009
SP - 26
EP - 31
BT - Proceedings of the 2nd International Conferences on Advances in Computer-Human Interactions, ACHI 2009
T2 - 2nd International Conferences on Advances in Computer-Human Interactions, ACHI 2009
Y2 - 1 February 2009 through 7 February 2009
ER -