Visual emotion recognition using compact facial representations and viseme information

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings

Volumn , Issue , 2010, Pages 2474-2477

  Metallinou, Angeliki ^a   Busso, Carlos ^a   Lee, Sungbok ^a   Narayanan, Shrikanth ^a  

^a University of Southern California ^*  (United States)

Author keywords

Emotion recognition; Fisher criterion; Principal component analysis; Principal feature analysis; Visemes

Indexed keywords

PRINCIPAL COMPONENT ANALYSIS; SPEECH RECOGNITION;

EMOTION EXPRESSION; EMOTION RECOGNITION; EMOTIONAL INFORMATION; FEATURE ANALYSIS; FISHER CRITERION; HUMAN FACES; HUMANINTERACTION; PRINCIPAL FEATURE ANALYSE; PRINCIPAL-COMPONENT ANALYSIS; VISEMES;

EMOTION RECOGNITION;

EID: 78049409121     PISSN: 15206149     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICASSP.2010.5494893     Document Type: Conference Paper

References (12)

1. M. Turk and A. Pentland, "Eigenfaces for recognition," Journal of Cognitive Neuroscience, vol. 3, no. 1, pp. 71-86, 1991.
2. N. Muller, L. Magaia, and B.M. Herbst, "Singular value decomposition, eigenfaces and 3d reconstructions," SIAM Review, vol. 46, no. 3, pp. 518-545, 2004.
3. I. Cohen, Q. T. Xiang, S. Zhou, X. Sean, Z. Thomas, and T. S. Huang, "Feature selection using principal feature analysis," 2002.
4. R. Duda, P. Hart, and D. Stork, Pattern Classification, John Wiley and Sons, 2001.
5. M.R. MacEachern, "On the visual distinctiveness of words in the english lexicon," Journal of Phonetics, vol. 28, pp. 367-376, 2000.
6. P. Lucey, T. Martin, and S. Sridharan, "Confusability of phonemes grouped according to their viseme classes in noisy environments," in Proc. Australian Int. Conf. on Speech Science and Technology, 2004.
7. J.M. DeMartino, L.P. Magalhaes, and F. Violaro, "Facial animation based on context-dependent visemes," Computers and Graphics, vol. 30, pp. 971-980, 2006.
8. Z. Zeng, J. Tu, B. Pianfetti, M. Liu, T. Zhang, Z. Zhang, T.S. Huang, and S. Levinson, "Audio-visual affect recognition through multi-stream fused HMM for HCI," in CVPR, 2005.
9. G. Potamianos, C. Neti, G. Gravier, A. Garg, and A. Senior, "Recent advances in the automatic recognition of audio-visual speech," Proc. of the IEEE, vol. 91, no. 9, pp. 1306-1326, 2003.
10. C. Busso, M. Bulut, C. Lee, A. Kazemzadeh, E. Mower, S. Kim, J. Chang, S. Lee, and S. Narayanan, "IEMOCAP:interactive emotional dyadic motion capture database," Journal of Language Resources and Evaluation, vol. 42, pp. 335-359, 2008.
11. S. Lee and D. Yook, "Audio-to-visual conversion using hidden markov models," in Proc. 7th Pacific Rim Int. Conf. on Artificial Intelligence, 2002.
12. S. Young, G. Evermann, M. Gales, T. Hain, D. Kershaw, X. Liu, G. Moore, J. Odell, D. Ollason, D. Povey, V. Valtchev, and P. Woodland, The HTK Book, Entropic Cambridge Research Laboratory, Cambridge, England, 2006.