TY - GEN
T1 - 4D facial expression recognition
AU - Fang, Tianhong
AU - Zhao, Xi
AU - Shah, Shishir K.
AU - Kakadiaris, Ioannis A.
PY - 2011
Y1 - 2011
N2 - In this paper, we focus on discrete expression classification using dynamic 3D sequences (4D data) recording the facial movements. A robust approach for registering 4D data is proposed and a variant of local binary patterns on three orthogonal planes is used for feature extraction. We present a fully automatic facial expression recognition pipeline. The system was evaluated on the publicly available facial expression database BU-4DFE and promising results were obtained.
AB - In this paper, we focus on discrete expression classification using dynamic 3D sequences (4D data) recording the facial movements. A robust approach for registering 4D data is proposed and a variant of local binary patterns on three orthogonal planes is used for feature extraction. We present a fully automatic facial expression recognition pipeline. The system was evaluated on the publicly available facial expression database BU-4DFE and promising results were obtained.
UR - http://www.scopus.com/inward/record.url?scp=84863028196&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84863028196&partnerID=8YFLogxK
U2 - 10.1109/ICCVW.2011.6130440
DO - 10.1109/ICCVW.2011.6130440
M3 - Conference contribution
AN - SCOPUS:84863028196
SN - 9781467300629
T3 - Proceedings of the IEEE International Conference on Computer Vision
SP - 1594
EP - 1601
BT - 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011
T2 - 2011 IEEE International Conference on Computer Vision Workshops, ICCV Workshops 2011
Y2 - 6 November 2011 through 13 November 2011
ER -