Emotion recognition from facial expression using general type-2 fuzzy set

2011 International Conference on Recent Trends in Information Systems, ReTIS 2011 - Proceedings

Volumn , Issue , 2011, Pages 263-268

  Halder, Anisha ^a   Mandal, Rajshree ^a   Konar, Amit ^a   Chakraborty, Aruna ^b   Janarthanan, R ^c  

^a JADAVPUR UNIVERSITY   (India)

^b ST THOMAS COLLEGE OF ENGINEERING AND TECHNOLOGY   (India)

^c JAYA ENGINEERING COLLEGE   (India)

Author keywords

Emotion Recognition; Facial feature extraction; Fuzzy Face Space; Type 2 primary membership; Type 2 secondary membership

Indexed keywords

EMOTION RECOGNITION; FACE SPACE; FACIAL FEATURE EXTRACTION; SECONDARY MEMBERSHIPS; TYPE-2 PRIMARY MEMBERSHIP;

FACE RECOGNITION; FEATURE EXTRACTION; FUZZY SETS; INFORMATION SYSTEMS; OPTIMIZATION;

PROBLEM SOLVING;

EID: 84857461267     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ReTIS.2011.6146879     Document Type: Conference Paper

References (29)

1. Dae-Jin Kim, Sang-Wan Lee and Zeungnam Bien, "Facial Emotional Expression Recognition with Soft Computing Techniques," HWRSERC), Dept. of EECS, Korea, IEEE 2009.
2. R. Cowie, E. Douglas-Cowie, J.G Taylor, S. Ioannou, M. Wallace, S. Kollias, "An Intelligent System for facial emotion recognition," Department of Psychology, Queen's University of Belfast, Northern Ireland, United Kingdom.IEEE 2005.
3. A.Bhavsar and H.M.Patel, "Facial Expression Recognition Using Neural Classifier and Fuzzy Mapping," IEEE Indicon 2005 Conference, Chennai, India.
4. Yimo Guo, Huanping Gao, "Emotion Recognition System in Images Based On Fuzzy Neural Network and HMM," Proc. 5th IEEE Int. Conf. on Cognitive Informatics (ICCI'06), IEEE 2006
5. J.M Mendel and D. Wu, Perceptual Computing, IEEE Press, Wiley Publications, 2010.
6. J.M Mendel and R.I John, "Type-2 fuzzy sets made simple," IEEE Transactions on Fuzzy Systems, April 2002.
7. A. Konar and A. Chakraborty (Eds.), Advances in Emotion Recognition, Wiley-Blackwell, 2011 (to appear).
8. H.Zhao, Z.Wang and J.Men, "Facial Complex Expression Recognition Based on Fuzzy Kernel Clustering and Support Vector Machines," Third International Conference on Natural Computation, IEEE 2007.
9. J. M. Mendel, "On the importance of interval sets in type-2 fuzzy logic systems," In Proc. Joint 9th IFSA World Congress 20th NAFIPS Int. Conf., Vancouver, BC Canada, July 25-28, 2001, pp. 1647-1652.
10. A.Khanam, M.Z.Shafiq and M.U.Akram, "Fuzzy Based Facial Expression Recognition," Image and Signal Processing, IEEE 2008
11. O. Cordon, M.J del Jesus, F. Herrera, "A proposal on reasoning methods in fuzzy rule-based classification systems," Int. J. of Approximate Reasoning, Vol. 20, pp. 21-45, 1999.
12. J. M. Sun, X. S. Pei and S. S. Zhou, "Facial Emotion Recognition in modern distant system using SVM," Seventh International Conference on Machine Learning and Cybernetics, Kunming, IEEE 2008
13. H. Zhao and Z. Wang, "Facial Action Units Recognition Based on Fuzzy Kernel Clustering," Fifth International Conference on Fuzzy Systems and Knowledge Discovery, IEEE 2008
14. A.Chakraborty, A.Konar, U.K.Chakraborty and A.Chatterjee, "Emotion Recognition From Facial Expressions and Its Control Using Fuzzy Logic", IEEE Transactions on Systems, Man and Cybernetics, IEEE 2009
15. H. Kobayashi and F. Hara, "Measurement of the strength of six basic facial expressions by neural network," Trans. Jpn. Soc. Mech. Eng. (C), vol. 59, no. 567, pp. 177-183, 1993.
16. Y.Sun, Z.Li and C.Tang, "An Evolving Neural Network for Authentic Emotion Classification," 2009 Fifth International Conference on Natural Computation, IEEE 2009
17. H.Tsai, Y.Lai and Y.Zhang, "Using SVM to design facial expression recognition for shape and texture features," Proceedings of the Ninth International Conference on Machine Learning and Cybernetics, Qingdao, 11-14 July 2010, IEEE 2010
18. P. Ekman and W. V. Friesen, "Unmasking the Face: A Guide to Recognizing Emotions From Facial Clues," Englewood Cliffs, NJ: Prentice-Hall, 1975.
19. O. A. Uwechue and S. A. Pandya, "Human Face Recognition Using Third-Order Synthetic Neural Networks," Boston, MA: Kluwer, 1997.
20. B. Biswas, A. K. Mukherjee, and A. Konar, "Matching of digital images using fuzzy logic," AMSE Publication, vol. 35, pp. 7-11, 1995.
21. Marco Paleari & Ryad Chellali and B.Huet, "Features for Multimodal Emotion Recognition: An Extensive Study," Italian Institute of Technology, Genoa, Italy, IEEE 2010
22. S. Das, A. Halder, P. Bhowmik, A. Chakraborty, A. Konar, A. K. Nagar, "Voice and Facial Expression Based Classification of Emotion Using Linear Support Vector," 2009 Second International Conference on Developments in eSystems Engineering, IEEE 2009
23. C. Liu and H.Wechsler, "Probablistic reasoning models for face recognition, " Computer Vision and Pattern Recognition Conference Proceeding, pp. 827- 832, 1998.
24. G.U. Kharat and S.V. Dudul, "Emotion Recognition from Facial Expression Using Neural Networks," Human-Computer Sys. Intera., AISC 60, pp. 207-219 Springer-Verlag Berlin Heidelberg 2009
25. K. V. Price, R. M. Storn and J. A. Lampinen (Eds.), Differential Evolution: A Practical Approach, Springer, 2005.
26. A. Konar and A. Chakraborty, Emotional Intelligence: A Cybernetic Approach, Springer, Heidelberg, 2009.
27. H.J Zimmermann, Fuzzy Set Theory and its Applications, Springer, Netherlands, 2001.
28. J.M Mendel and H. Wu "Type-2 Fuzzistics for Symmetric Interval Type-2 Fuzzy Sets: Part 1, Forward Problems," IEEE Transactions on Fuzzy Systems, Vol. 14, No.6, Decmber,2006.
29. C-H Lee, J-L Hong, Y-C Lin and W-Y Lai, "Type-2 Fuzzy Neural Network Systems and Learning," Int. J. of Computational Cognition, Vol. 1, No. 4, pp. 79-90, 2003.