The effects of pose on facial expression recognition

British Machine Vision Conference, BMVC 2009 - Proceedings

Volumn , Issue , 2009, Pages

  Moore, Stephen ^a   Bowden, Richard ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER VISION; GESTURE RECOGNITION; IMAGE RESOLUTION; SUPPORT VECTOR MACHINES;

3-D FACIAL EXPRESSIONS; EMPIRICAL INVESTIGATION; FACIAL EXPRESSION CLASSIFICATION; FACIAL EXPRESSION RECOGNITION; LOCAL BINARY PATTERNS; LOCAL GABOR BINARY PATTERNS; MULTI-CLASS SUPPORT VECTOR MACHINES; YAW ANGLES;

FACE RECOGNITION;

EID: 84898917320     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5244/C.23.79     Document Type: Conference Paper

References (23)

1. C.H. Chan, J.V. Kittler, and K. Messer. Multi-scale local binary pattern histograms for face recognition, the 2nd international conference on biometrics. pages 809-818, 2007.
2. Koby Crammer, Yoram Singer, Nello Cristianini, John Shawe-taylor, and Bob Williamson. On the algorithmic implementation of multiclass kernel-based vector machines. Journal of Machine Learning Research, 2: 2001, 2001.
3. P. Ekman and W.V. Friesen. Constants across cultures in the face and emotion. Journal of Personality and Social Psychology, pages 124-129, 1971.
4. Xiaoyi Feng. Facial expression recognition based on local binary patterns and coarse-to-fine classification. Computer and Information Technology, 2004. CIT '04. The Fourth International Conference on, pages 178-183, Sept. 2004. doi:10.1109/CIT.2004.1357193.
5. S. Gong, P. W. McOwan, and C. Shan. Dynamic facial expression recognition using a bayesian temporal manifold model. Volume 1, pages 297-306, September 2006.
6. Guillaume Heusch, Yann Rodriguez, and Sebastien Marcel. Local binary patterns as an image preprocessing for face authentication. Automatic Face and Gesture Recognition, IEEE International Conference on, 0:9-14, 2006.
7. Yuxiao Hu, Zhihong Zeng, Lijun Yin, Xiaozhou Wei, Jilin Tu, and T.S. Huang. A study of non-frontal-view facial expressions recognition. Pattern Recognition, 2008. ICPR 2008. 19th International Conference on, pages 1-4, Dec. 2008. ISSN 1051-4651. doi:10.1109/ICPR.2008. 4761052.
8. Yuxiao Hu, Zhihong Zeng, Lijun Yin, Xiaozhou Wei, Jilin Tu, and TS Huang. Multi-view facial expression recognition. FG2008, 2008. ICPR 2008. 8th International Conference on Automatic Face and gesture Recognition, Sept. 2008.
9. Shu Liao, Wei Fan, Albert C. S. Chung, and Dit-Yan Yeung. Facial expression recognition using advanced local binary patterns, tsallis entropies and global appearance features. In ICIP, pages 665-668, 2006.
10. Gwen Littlewort, Marian Stewart Bartlett, Ian Fasel, Joshua Susskind, and Javier Movellan. Dynamics of facial expression extracted automatically from video. In J. Image and Vision Computing, pages 615-625, 2004.
11. Philipp Michel and Rana El Kaliouby. Real time facial expression recognition in video using support vector machines. In ICMI '03: Proceedings of the 5th international conference on Multimodal interfaces, pages 258-264, New York, NY, USA, 2003. ACM.
12. Silviu Minut, Sridhar Mahadevan, John M. Henderson, and Fred C. Dyer. Face recognition using foveal vision. In IEEE International Workshop on Biologically Motivated Computer Vision, pages 424-433, 2000.
13. Stephen Moore and Richard Bowden. Automatic facial expression recognition using boosted discriminatory classifiers. In IEEE International Workshop on Analysis and Modeling of Faces and Gestures, ICCV07, Rio Brazil 07, LNCS 4778, Springer Verlag, p71-83, 2007.
14. J. Ng and S. Gong. Multi-view face detection and pose estimation using a composite support vector machine across the view sphere, 1999.
15. T. Ojala, M. Pietikainen, and D. Harwood. A comparative study of texture measures with classification based on feature distributions. 29(1):51-59, January 1996.
16. T. Ojala, M. Pietikainen, and T. Maenpaa. Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. Pattern Analysis and Machine Intelligence, IEEE Transactions on, 24(7):971-987, Jul 2002. ISSN 0162-8828. doi:10.1109/TPAMI.2002. 1017623.
17. M. Pantic and I. Patras. Dynamics of facial expression: recognition of facial actions and their temporal segments from face profile image sequences. Systems, Man, and Cybernetics, Part B, IEEE Transactions on, 36(2):433-449, 2006.
18. C. Shan and T. Gritti. Learning discriminative lbp-histogram bins for facial expression recognition. In Proc. British Machine Vision Conference, 2008.
19. Jun Wang, Lijun Yin, Xiaozhou Wei, and Yi Sun. 3d facial expression recognition based on primitive surface feature distribution. In CVPR '06: Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pages 1399-1406, Washington, DC, USA, 2006. IEEE Computer Society. ISBN 0-7695-2597-0.
20. Lijun Yin, Xiaozhou Wei, Yi Sun, Jun Wang, and M.J. Rosato. A 3d facial expression database for facial behavior research. Automatic Face and Gesture Recognition, 2006. FGR 2006. 7th International Conference on, pages 211-216, April 2006. doi:10.1109/FGR.2006.6.
21. Y. Tian, T. Kanade, and J. Cohn. Facial expression analysis. springer. In Handbook of Face Recognition, page chapter 11, 2005.
22. Wenchao Zhang, Shiguang Shan, Wen Gao, Xilin Chen, and Hongming Zhang. Local gabor binary pattern histogram sequence (lgbphs): a non-statistical model for face representation and recognition. Computer Vision, 2005. ICCV 2005. Tenth IEEE International Conference on, 1: 786-791 Vol. 1, Oct. 2005.
23. Quan-You Zhao, Bao-Chang Pan, Jian-Jia Pan, and Yuan-Yan Tang. Facial expression recognition based on fusion of gabor and lbp features. Wavelet Analysis and Pattern Recognition, 2008. ICWAPR '08. International Conference on, 1:362-367, Aug. 2008. doi:10.1109/ICWAPR.2008. 4635805.