Towards automated inferencing of emotional state from face images

ICSOFT 2007 - 2nd International Conference on Software and Data Technologies, Proceedings

Volumn PL, Issue DPS/KE//-, 2007, Pages 206-211

  Stathopoulou, Ioanna Ourania ^a   Tsihrintzis, George A ^a  

^a UNIVERSITY OF PIRAEUS   (Greece)

Author keywords

Facial expression classification; Human emotion; Human computer interaction; Knowledge representation

Indexed keywords

AFFECTIVE STATE; CLASSIFICATION POWER; COMPUTER USERS; EMOTION RECOGNITION; EMOTIONAL STATE; EMPIRICAL STUDIES; ERROR RATE; FACE IMAGES; FACIAL EXPRESSION CLASSIFICATION; FACIAL EXPRESSIONS; FACIAL FEATURE; HUMAN EMOTION; HUMAN OBSERVERS; MULTIMEDIA INTERACTIVE SERVICES; MULTIPLE CAMERA IMAGES; PATTERN RECOGNITION PROBLEMS; RELATED SYSTEMS; STATISTICAL EXPRESSION;

COMPUTER SOFTWARE; HUMAN COMPUTER INTERACTION; KNOWLEDGE MANAGEMENT; KNOWLEDGE REPRESENTATION; MAN MACHINE SYSTEMS; MULTIMEDIA SERVICES;

FACE RECOGNITION;

EID: 67649960980     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (26)

1. Csikszentmihalyi M., (1994) Flow: The Psychology of Optimal Experience, Harper and Row, New York.
2. De Silva L.C., Miyasato T., and Nakatsu R., (1997) Facial Emotion Recognition Using Multimodal Information, in Proc. IEEE Int. Conf. on Information, Communications and Signal Processing - ICICS Singapore, pp397-401, Sept. 1997.
3. Ekman P., (1999) "The Handbook of Cognition and Emotion", T. Dalgleish and T. Power (Eds.) Pp. 45-60. Sussex, U.K.: John Wiley & Sons, Ltd.
4. Ekman P. and Friesen W., (1975) "Unmasking the Face", Englewood Cliffs, NJ: Prentice-Hall.
5. Ekman P., (1982) "Emotion In the Human Face" Cambridge: Cambridge University Press (1982).
6. Ekman, P., Campos, I, Davidson R.J., De Waals, F., (2003) "Darwin, Deception, and Facial Expression", Emotions Inside Out, Volume 1000. New York: Annals of the New York Academy of Sciences.
7. Ekman, P., & Rosenberg, E.L, "What the Face Reveals: Basic and applied studies of spontaneous expression using the Facial Action Coding System (FACS)", New York: Oxford University Press.
8. Ortony A., Clore G. L., & Collins A., (1988) The Cognitive Structure of Emotions, Cambridge University Press.
9. Pantic, M. & Rothkrantz, LJ.M. (2000) Automatic Analysis of Facial Expressions: The State of the Art. IEEE Transactions on Pattern Analysis and Machine Intelligence, 22(12), 1424-1445.
10. Pantic M. & Rothkrantz .LJ.M, (2003) "Toward an affect-sensitive multimodal HCI", Proceedings of the IEEE, vol. 91, no. 9,pp.l370-1390.
11. Pantic M., Valstar M.F., Rademaker R. and Maat L., (2005) "Web-based Database for Facial Expression Analysis", Proc. IEEE Int'l Conf. Multmedia and Expo (ICME'05), Amsterdam, The Netherlands, July 2005
12. Picard R.W., (1997) Affective Computing, Cambridge, The MIT Press.
13. Picard R.W., (2003), "Affective Computing: Challenges," International Journal of Human-Computer Studies, Volume 59, Issues 1-2, July 2003, pp. 55-64.
14. Reeves, B. and Nass, C, Social and Natural Interfaces: Theory and Design. CHI Extended Abstracts 1997: 192-193.
15. Reeves, B., and Nass, C. The Media Equation: How People Treat Computers, Television, and New Media Like Real People and Places, Cambridge University Press and CSLI, New York.
16. Rosenberg, M., (1979) Conceiving the Self, Basic Books, New York.
17. Russell, J. A., (2003) Core affect and the psychological construction of emotion. Psychological Review, 110, 145-172.
18. Russell, J. A., (1994) "Is there universal recognition of emotion from facial expression?: A review of the cross-cultural studies", Psychological Bulletin, 115, 102-14.
19. Stathopoulou I.-O. and Tsihrintzis G.A.(2004), "A neural network-based facial analysis system," 5th International Workshop on Image Analysis for Multimedia Interactive Services, Lisboa, Portugal, April 21-23, 2004.
20. Stathopoulou I.-O. and Tsihrintzis G.A.(2004), "An Improved Neural Network-Based Face Detection and Facial Expression Classification System," IEEE International Conference on Systems, Man, and Cybernetics 2004, The Hague, Netherlands, October 10-13, 2004.
21. Stathopoulou I.-O. and Tsihrintzis G.A.(2005), "Pre processing and expression classification in low quality face images", 5th EURASIP Conference on Speech and Image Processing, Multimedia Communications and Services, Smolenice, Slovak Republic, June 29 -July 2, 2005.
22. Stathopoulou I.-O. and Tsihrintzis G.A.(2005), Evaluation of the Discrimination Power of Features Extracted from 2-D and 3-D Facial Images for Facial Expression Analysis, 13th European Signal Processing Conference, Antalya, Turkey, September 4-8, 2005
23. Stathopoulou I.-O. and Tsihrintzis G.A.(2005), Detection and Expression Classification Systems for Face Images (FADECS), 2005 IEEE Workshop on Signal Processing Systems (SiPS'05), Athens, Greece, November 2-4, 2005.
24. Stathopoulou I.-O. and Tsihrintzis G.A.(2006), An Accurate Method for eye detection and feature extraction in face color images, 13th International Conference on Signals, Systems, and Image Processing, Budapest, Hungary, September 21-23,2006
25. Stathopoulou I.-O. and Tsihrintzis G.A.(2006), Facial Expression Classification: Specifying Requirements for an Automated System, 10th International Conference on Knowledge-Based & Intelligent Information & Engineering Systems, Bournemouth, United Kingdom, October 9-11, 2006.
26. Statho poulou I.-O. and Tsihrintzis G.A.(2007), NEU-FACES: A Neural Network-based Face Image Analysis System, 8th International Conference on Adaptive and Natural Computing Systems, Warsaw, Poland, April 11-14,2007.