Continuous emotion recognition using Gabor energy filters

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6975 LNCS, Issue PART 2, 2011, Pages 351-358

  Dahmane, Mohamed ^a   Meunier, Jean ^a  

^a UNIVERSITÉ DE MONTRÉAL   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC FACIAL EXPRESSION ANALYSIS; BASE LEARNERS; EMOTION RECOGNITION; FACIAL APPEARANCE; GABOR ENERGY; MULTICLASS SVM; TEXTURE DESCRIPTORS; EMOTION SPACES; GABOR ENERGY FILTERS;

INTELLIGENT COMPUTING; BANDPASS FILTERS; FACE RECOGNITION;

FACE RECOGNITION; INTELLIGENT COMPUTING;

EID: 80054837844     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24571-8_46     Document Type: Conference Paper

References (16)

1. Dahmane, M., Meunier, J.: Emotion recognition using dynamic grid-based hog features. In: 2011 IEEE International Conference on Automatic Face Gesture Recognition and Workshops (FG 2011), pp. 884-888 (March 2011)
2. Donato, G., Bartlett, M.S., Hager, J.C., Ekman, P., Sejnowski, T.J.: Classifying facial actions. IEEE Transactions on Pattern Analysis and Machine Intelligence 21(10), 974-989 (1999)
3. Fasel, B., Luettin, J.: Automatic facial expression analysis: a survey. Pattern Recognition 36(1), 259-275 (2003)
4. Flaton, K., Toborg, S.: An approach to image recognition using sparse filter graphs. In: International Joint Conference on Neural Networks, vol. (1), pp. 313-320 (1989)
5. Grigorescu, C., Petkov, N., Westenberg, M.A.: Contour detection based on nonclassical receptive field inhibition. IEEE Transactions on Image Processing 12(7), 729-739 (2003)
6. Lades, M., Vorbrüggen, J.C., Buhmann, J., Lange, J., von der Malsburg, C., Würtz, R.P., Konen, W.: Distortion invariant object recognition in the dynamic link architecture. IEEE Transactions on Computers 3(42), 300-311 (1993)
7. Liu, C., Wechsler, H.: Independent component analysis of gabor features for face recognition. IEEE Trans. on Neural Networks 4(14), 919-928 (2003)
8. Lyons, M., Akamatsu, S., Kamachi, M., Gyoba, J.: Coding facial expressions with gabor wavelets. In: Proceedings of the 3rd International Conference on Face &Gesture Recognition, FG 1998, p. 200. IEEE Computer Society, Washington, DC, USA (1998)
9. McKeown, G., Valstar, M., Pantic, M., Cowie, R.: The semaine corpus of emotionnally coloured character interactions. In: Proc. Int'l Conf. Mutlimedia & Expo., pp. 1-6 (2010)
10. Pantic, M., Rothkrantz, L.: Automatic Analysis of Facial Expressions: The State of the Art. IEEE Transactions on Pattern Analysis and Machine Intelligence 22(12), 1424-1445 (2000)
11. Petkov, N., Westenberg, M.A.: Suppression of contour perception by band-limited noise and its relation to non-classical receptive field inhibition. Biological Cybernetics 88(10), 236-246 (2003)
12. Schuller, B., Valstar, M., Eyben, F., McKeown, G., Cowie, R., Pantic, M.: Avec 2011 - the First International Audio/Visual Emotion Challenge. In: D'Mello, S., et al. (eds.) ACII 2011, Part II. LNCS, vol. 6975, pp. 415-424. Springer, Heidelberg (2011)
13. Shen, L., Bai, L.: A review on gabor wavelets for face recognition. Pattern Analysis and Applications 2(9), 273-292 (2006)
14. Tian, Y., Kanade, T., Cohn, J.: Evaluation of gabor wavelet-based facial action unit recognition in image sequences of increasing complexity. In: Proc. of the 5th IEEE Int. Conf. on Automatic Face and Gesture Recognition (2002)
15. Valstar, M., Pantic, M.: Fully automatic facial action unit detection and temporal analysis. In: CVPRW, p. 149 (2006)
16. Whitehill, J., Littlewort, G., Fasel, I., Bartlett, M., Movellan, J.: Toward Practical Smile Detection. IEEE Transactions on Pattern Analysis and Machine Intelligence 31(11), 2106-2111 (2009)