Estimation of Facial Action intensities on 2D and 3D data

European Signal Processing Conference

Volumn , Issue , 2011, Pages 1969-1973

  Savran, Arman ^a   Sankur, Bülent ^a   Bilge, M Taha ^a  

^a BOGAZICI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

3D DATA; ACTION UNIT; ESTIMATION PERFORMANCE; FACIAL ACTION; FACIAL ACTION CODING SYSTEM; FACIAL EXPRESSIONS; FEATURE SPACE; INTENSITY CODING; INTENSITY ESTIMATION; PERSON-INDEPENDENT;

COMPUTER KEYBOARDS; FACE RECOGNITION; GESTURE RECOGNITION; SIGNAL PROCESSING; THREE DIMENSIONAL;

ESTIMATION;

EID: 84863772195     PISSN: 22195491     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. M. S. Bartlett, G. Littlewort, M. G. Frank, C. Lainscsek, I. Fasel, and J. R. Movellan. Automatic recognition of facial actions in spontaneous expressions. Journal of Multimedia, 1(6):22-35, 2006.
2. R. Cowie, E. Douglas-Cowie, N. Tsapatsoulis, G. Votsis, S. Kollias, W. Fellenz, and J. Taylor. Emotion recognition in human-computer interaction. Signal Processing Magazine, IEEE, January(1):32-80, 2001.
3. N. Doulamis. An adaptable emotionally rich pervasive computing system. In EUSIPCO, Florence, Sep. 2006.
4. P. Ekman,W. V. Friesen, and J. C. Hager. Facial Action Coding System, The Manual on CD ROM. 2002.
5. B. Fasel and J. Luettin. Automatic Facial Expression Analysis: A Survey. Pattern Recognition, 36(1):259-275, 2003.
6. M. Mahoor, S. Cadavid, D. Messinger, and J. Cohn. A framework for automated measurement of the intensity of non-posed facial action units. In CVPR Workshop on Human Communicative Behaviour Analysis, 2009.
7. A. Savran, B. Sankur, and M. T. Bilge. Facial action unit detection: 3d versus 2d modality. In CVPR Workshop on Human Communicative Behavior Analysis, San Francisco, California, USA, 2010.
8. V. Vapnik. The Nature of Statistical Learning Theory. Springer, New York, 1995.
9. P. Yang, Q. Liu, and D. N. Metaxas. Rankboost with l1 regularization for facial expression recognition and intensity estimation. In ICCV, September 2009.
10. X. Zhao, E. Dellandre anda, L. Chen, and D. Samaras. Au recognition on 3d faces based on an extended statistical facial feature model. In IEEE BTAS, Sep. 2010.