High quality facial expression recognition in video streams using shape related information only

Proceedings of the IEEE International Conference on Computer Vision

Volumn , Issue , 2011, Pages 2168-2174

  Jeni, Laszlo A ^a   Takacs, Daniel ^b   Lorincz, Andras ^c  

^a UNIVERSITY OF TOKYO   (Japan)

^b Realeyes Data Services Ltd   (United Kingdom)

^c EÖTVÖS LORÁND UNIVERSITY   (Hungary)

Author keywords

[No Author keywords available]

Indexed keywords

2D SHAPE; 3-D SHAPE; AUTOMATED VIDEO; CLASSIFICATION PERFORMANCE; EMOTIONAL DATABASE; FACIAL EMOTIONS; FACIAL EXPRESSION RECOGNITION; FACIAL EXPRESSIONS; HIGH QUALITY; LEAVE-ONE-OUT METHOD; LOCAL MODEL; MULTICLASS SVM; PERSON-INDEPENDENT; POSE INVARIANCE; POSE INVARIANT; POSE VARIATION; PROCRUSTES; SHAPE MEASUREMENTS; SHAPE SPACE; SIDE INFORMATION; SITUATION ANALYSIS; VIDEO STREAMS;

BENCHMARKING; DATABASE SYSTEMS; FACE RECOGNITION; GESTURE RECOGNITION; QUALITY CONTROL; VIDEO STREAMING;

THREE DIMENSIONAL;

EID: 84856629903     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICCVW.2011.6130516     Document Type: Conference Paper

References (16)

1. C.-C. Chang and C.-J. Lin, LIBSVM: a library for support vector machines, http://www. csie. ntu. edu. tw/~cjlin/libsvm, 2001.
2. D. Cristinacce and T. Cootes, Automatic feature localisation with constrained local models, Pattern Recognition, 41: 3054-3067, 2008.
3. Lijun Yin; Xiaochen Chen; Yi Sun; Tony Worm; Michael Reale: "A High-Resolution 3D Dynamic Facial Expression Database", The 8th International Conference on Automatic Face and Gesture Recognition (FGR08), 17-19 September 2008 (Tracking Number: 66)
4. P. Lucey, J. F. Cohn, T. Kanade, J. Saragih, Z. Ambadar, and I. Matthews, The Extended Cohn-Kanade Dataset (CK+): A complete dataset for action unit and emotion-specified expression, In: 3rd IEEE Workshop on CVPR for Human Communicative Behavior Analysis, (CVPR4HB 2010).
5. P. Lucey, J. F. Cohn, K. M. Prkachin, P. Solomon, and I. Matthews, Painful data: The UNBC-McMaster Shoulder Pain Expression Archive Database. 9th IEEE Int. Conf. on Automatic Face and Gesture Recogn. (FG2011).
6. I. Matthews and S. Baker. Active appearance models revisited. Int. J. Comp. Vision, 60(2): 135-164, 2004.
7. J. M. Saragih, S. Lucey, and J. F. Cohn, Deformable model fitting by regularized landmark mean-shift. Int. J. Comp. Vision, 91(2): 200-215, 2011.
8. J. M. Susskind, G. Littlewort, M. S. Bartlett, J. Movellan, and A. K. Anderson, Human and computer recognition of facial expressions of emotion, Neuropsychologia, 45(1): 152-162, 2007.
9. S. W. Chew, P. J. Lucey, S. Lucey, J. Saragih, J. F. Cohn and S. Sridharan, Person-independent facial expression detection using constrained local models. In Proceedings of FG 2011 Facial Expression Recognition and Analysis Challenge, Santa Barbara, CA, 2011.
10. G. E. Hinton, Training Products of Experts by Minimizing Contrastive Divergence, Neural Computation, 14(8) 1771-1800, 2002.
11. T. McLellan, L. Johnston. J. Dalrymple-Alford, and R. Porter, Sensitivity to genuine versus posed emotion specified in facial displays, Cognition and Emotion, 24(8): 1277-1292, 2010.
12. Sima Taheri, Pavan Turaga, Rama Chellappa, "Towards View-Invariant Expression Analysis Using Analytic Shape Manifolds, " Int. Conf. Automatic Face and Gesture Recognition, 2011
13. W. Zheng, H. Tang, Z. Lin, and T. S. Huang, "Emotion recognition from arbitrary view facial images, " European Conf. Computer vision, 2010, pp. 490-503.
14. O. Rudovic, I. Patras, and M. Pantic, "Coupled gaussian process regression for pose-invariant facial expression recognition, " European Conf. Computer vision, 2010, pp. 350-363.
15. G. Sandbach, S. Zafeiriou, M. Pantic, D. Rueckert, "A dynamic approach to the recognition of 3D facial expressions and their temporal models, " Automatic Face & Gesture Recognition and Workshops (FG 2011), 2011 IEEE International Conference on, vol., no., pp. 406-413, 21-25 March 2011.
16. Vuong Le, Hao Tang, Huang, T. S., "Expression recognition from 3D dynamic faces using robust spatio-temporal shape features, " Automatic Face & Gesture Recognition and Workshops (FG 2011), 2011 IEEE International Conference on, vol., no., pp. 414-421, 21-25 March 2011