Comparison of performance using Daubechies Wavelet family for facial expression recognition

Proceedings - CSPA 2010: 2010 6th International Colloquium on Signal Processing and Its Applications

Volumn , Issue , 2010, Pages 354-358

  Satiyan, M ^a   Hariharan, M ^a   Nagarajan, R ^a  

^a UNIVERSITY MALAYSIA PERLIS   (Malaysia)

Author keywords

Artificial neural network; Daubechies wavelet transform; Facial expression recognition

Indexed keywords

DISCRETE WAVELET TRANSFORMS; NEURAL NETWORKS; STATISTICS;

2D COORDINATES; COMPARISON OF PERFORMANCE; DAUBECHIES WAVELET; FACIAL EXPRESSION RECOGNITION; FACIAL EXPRESSIONS; STANDARD DEVIATION; WAVELET APPROXIMATIONS;

FACE RECOGNITION;

EID: 77956535572     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CSPA.2010.5545262     Document Type: Conference Paper

References (20)

1. P. Ekman and W. Friesen (1978),"Facial Action Coding System: A Technique for the Measurement of Facial Movement", Consulting Psychologists Press, Palo Alto, CA. S. M. Metev and V. P. Veiko, Laser Assisted Microtechnology, 2nd ed., R. M. Osgood, Jr., Ed. Berlin, Germany: Springer-Verlag, 1998.
2. Valstar M. F., Patras I. and Pantic M. (2005),"Facial Action Unit Detection using Probabilistic Actively Learned Support Vector Machines on Tracked Facial Point Data", IEEE proceedings on Computer Vision and Pattern Recognition, Vol.3, pp. 76-83.
3. Patras I. and Pantic M. (2004),"Particle Filtering with Likelihoods for Tracking Facial Features", Proceedings of the Sixth IEEE International Conference on Automatic Face and Gesture Recognition, pp. 97-102.
4. Maja Pantic, Michel Valstar, Ron Rademaker and Ludo Maat (2005),"Web-Based Database For Facial Expression Analysis", IEEE International Conference on Multimedia and Expo, pp. 317- 321.
5. Takeo Kanade, Jeffrey F. Cohn and Yingli Tian (2000),"Comprehensive Database for Facial Expression Analysis",Proceedings of the Fourth IEEE International Conference on Automatic Face and Gesture Recognition, pp. 46-53.
6. Michel F. Valstar, Maja Pantic, Zara Ambadar and Jeffrey F. Cohn (2006),"Spontaneous vs. Posed Facial Behavior: Automatic Analysis of Brow Actions", Proceedings of the eight IEEE International Conference on Multimodal interfaces, pp. 162-170.
7. Ashish Kapoor, Yuan Qi and Rosalind W. Picard (2003),"Fully Automatic Upper Facial Action Recognition", Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures, pp. 195-202.
8. Michel Valstar, Maja Pantic, Ioannis Patras (2004),"Motion History for Facial Action Detection in Video", IEEE International Conference on Systems, Man and Cybernetics, pp. 635-640. (Pubitemid 40415930)
9. Ying-Li Tian, Takeo Kanade and Jeffrey Cohn (2000)," Recognizing Lower Face Action Units for Facial Expression Analysis", Proceedings of the Fourth IEEE Internationai Conference on Automatic Face and Gesture Recognition, pp. 484 - 490.
10. Peng Yang, Qingshan Liu, Dimitris N. Metaxas (2007),"Boosting Coded Dynamic Features for Facial Action Units and Facial Expression Recognition", IEEE proceedings on Computer Vision and Pattern Recognition, pp. 1-6.
11. T. Ojala and M. Pietikainen (2002),"Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns", IEEE Transactions on Pattern Analysis and Machine Intelligence.
12. M. Karthigayan, R.Nagarajan, Mohamed Rizon and Sazali Yaacob,"Personalized Face Emotion Classification using Optimized Data of Three Features", The IEEE Third International Conference on Intelligent Information Hiding and Multimedia Signal Processing", November 26-28, 2007, Taiwan.
13. Kim K. H., Bang S. W. and Kim S. R. (2002),"Development of Person-Independent Emotion Recognition System based on Multiple Physiological Signals", Proceedings of IEEE Second Joint EMBS/BMES Conference, Vol.1, pp. 50-51.
14. Kazuhiko Takahashi (2004),"Remarks on SVM-Based Emotion Recognition from Multi-Modal Bio-Potential Signals", Proceedings on IEEE International Workshop on Robot and Human Interactive Communication, pp. 95-100. (Pubitemid 40822650)
15. M. Karthigayan, R.Nagarajan, Mohamed Rizon and Sazali Yaacob, "Improvement in the Performance of Face Emotion Classification using Genetic Algorithm and Neural Network", Malaysia-Japan International Symposium on Advanced Technology (MJISAT), November 2007, malaysia.
16. Cohen, A., Daubechies, I., & Feauveau, J. C. (1992), "Biorthogonal bases of compactly supported wavelets. Communications on Pure and Applied Mathematics" Wiley Subscription Services, Inc., A Wiley Company New York, 45(5), 485-560.
17. Fausett L. (1994),"Fundamental of Neural Network: Architectures, Algorithms and Applications" Prentice-Hall Inc. pp. 461.
18. George F. Luger & William A Stubblefield, (1997), "Artificial Intelligence: Structures and Strategies for Complex Problem Solving, 3rd edition" Addison Wesley Longman Inc., Boston, USA.
19. Valstar M. F., Pantic M. (2006),"Biologically vs. Logic Inspired Encoding of Facial Actions and Emotions in Video", IEEE International Conference on Multimedia and Expo, pp. 325-328.
20. M. Murugappan, M. Rizon, R. Nagarajan and S. Yaacob,"An investigation on Visual and Audiovisual Stimulus based Emotion Recognition using EEG", International Journal of Medical Engineering and Infomatic (IJMEI), USA, Vol 1, No 3, pp. 342-356.