Geometry vs. appearance for discriminating between posed and spontaneous emotions

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

Volumn 7064 LNCS, Issue PART 3, 2011, Pages 431-440

  Zhang, Ligang ^a   Tjondronegoro, Dian ^a   Chandran, Vinod ^a  

^a QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

Author keywords

Facial expression; FAP; posed; SIFT; spontaneous

Indexed keywords

FACIAL EXPRESSIONS; FAP; POSED; SIFT; SPONTANEOUS;

COMPUTER VISION; DATA PROCESSING; FACE RECOGNITION;

GEOMETRY;

EID: 81855218174     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-24965-5_49     Document Type: Conference Paper

References (18)

1. Cohn, J., Schmidt, K.: The Timing of Facial Motion in Posed and Spontaneous Smiles. International Journal of Wavelets, Multiresolution and Information Processing 2, 1-12 (2004)
2. Hamdi, D., Roberto, V., Albert Ali, S., Theo, G.: Eyes Do Not Lie: Spontaneous versus Posed Smiles. In: Proceedings of the International Conference on Multimedia, pp. 703-706. ACM, Firenze (2010)
3. Michel, F.V., Hatice, G., Maja, P.: How to Distinguish Posed from Spontaneous Smiles Using Geometric Features. In: Proceedings of the 9th International Conference on Multimodal Interfaces, pp. 38-45. ACM, Nagoya (2007)
4. Michel, F.V., Maja, P., Zara, A., Jeffrey, F.C.: Spontaneous vs. Posed Facial Behavior: Automatic Analysis of Brow Actions. In: Proceedings of the 8th International Conference on Multimodal Interfaces, pp. 162-170. ACM, Banff (2006)
5. Littlewort, G.C., Bartlett, M.S., Lee, K.: Automatic Coding of Facial Expressions Displayed During Posed and Genuine Pain. Image and Vision Computing 27, 1797-1803 (2009)
6. Bartlett, M., Littlewort, G., Vural, E., Lee, K., Cetin, M., Ercil, A., Movellan, J.: Data Mining Spontaneous Facial Behavior with Automatic Expression Coding. In: Esposito, A., Bourbakis, N.G., Avouris, N., Hatzilygeroudis, I. (eds.) HH and HM Interaction. LNCS (LNAI), vol. 5042, pp. 1-20. Springer, Heidelberg (2008)
7. Mingli, S., Dacheng, T., Zicheng, L., Xuelong, L., Mengchu, Z.: Image Ratio Features for Facial Expression Recognition Application. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics 40, 779-788 (2010)
8. Yuxiao, H., Zhihong, Z., Lijun, Y., Xiaozhou, W., Xi, Z., Huang, T.S.: Multi-view Facial Expression Recognition. In: 8th IEEE International Conference on Automatic Face & Gesture Recognition, FG 2008, pp. 1-6 (2008)
9. Hao, T., Huang, T.S.: 3D Facial Expression Recognition Based on Automatically Selected Features. In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2008, pp. 1-8 (2008)
10. Cootes, T.F., Taylor, C.J., Cooper, D.H., Graham, J.: Active Shape Models-Their Training and Application. Comput. Vis. Image Underst. 61, 38-59 (1995)
11. Lowe, D.G.: Distinctive Image Features from Scale-Invariant Keypoints. International Journal of Computer Vision 60, 91-110 (2004)
12. Berretti, S., Bimbo, A.D., Pala, P., Amor, B.B., Daoudi, M.: A Set of Selected SIFT Features for 3D Facial Expression Recognition. In: 20th International Conference on Pattern Recognition, ICPR 2010, pp. 4125-4128 (2010)
13. Pandzic, I.S., Forchheimer, R.: MPEG-4 facial animation: the standard, implementation and applications. Wiley (2002)
14. Hanchuan, P., Fuhui, L., Ding, C.: Feature Selection Based on Mutual Information Criteria of Max-dependency, Max-relevance, and Min-redundancy. IEEE Transactions on Pattern Analysis and Machine Intelligence 27, 1226-1238 (2005)
15. Lajevardi, S., Hussain, Z.: Automatic Facial Expression Recognition: Feature Extraction and Selection. Signal, Image and Video Processing, 1-11 (2010)
16. Shangfei, W., Zhilei, L., Siliang, L., Yanpeng, L., Guobing, W., Peng, P., Fei, C., Xufa, W.: A Natural Visible and Infrared Facial Expression Database for Expression Recognition and Emotion Inference. IEEE Transactions on Multimedia 12, 682-691 (2010)
17. Schmidt, K., Ambadar, Z., Cohn, J., Reed, L.: Movement Differences between Deliberate and Spontaneous Facial Expressions: Zygomaticus Major Action in Smiling. Journal of Nonverbal Behavior 30, 37-52 (2006)
18. Schmidt, K., Bhattacharya, S., Denlinger, R.: Comparison of Deliberate and Spontaneous Facial Movement in Smiles and Eyebrow Raises. Journal of Nonverbal Behavior 33, 35-45 (2009)