A real time facial expression classification system using Local Binary Patterns

4th International Conference on Intelligent Human Computer Interaction: Advancing Technology for Humanity, IHCI 2012

Volumn , Issue , 2012, Pages

  Happy, S L ^a   George, Anjith ^a   Routray, Aurobinda ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Facial expression analysis; Haar classifier; multi block Local Binary Patterns(LBP) features; Principal Component Analysis(PCA)

Indexed keywords

COGNITIVE MODELING; FACIAL EXPRESSION ANALYSIS; FACIAL EXPRESSION CLASSIFICATION; FACIAL EXPRESSIONS; HAAR CLASSIFIERS; HUMAN COMPUTER INTERACTION (HCI); LOCAL BINARY PATTERNS; NEXT GENERATION USER INTERFACES;

ALGORITHMS; HUMAN COMPUTER INTERACTION; PRINCIPAL COMPONENT ANALYSIS; USER INTERFACES;

FACE RECOGNITION;

EID: 84875751739     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IHCI.2012.6481802     Document Type: Conference Paper

References (16)

1. B. Fasel and J. Luettin, "Automatic facial expression analysis: a survey," Pattern Recognition, Vol. 36, no. 1, pp. 259-275, 2003.
2. P. Ekman and E.L. Rosenberg, What the face reveals: Basic and applied studies of spontaneous expression using the Facial Action Coding System. USA: Oxford University Press, 1997.
3. C. Juanjuan, Z. Zheng, S. Han, and Z. Gang, "Facial expression recognition based on PCA reconstruction," in International Conference on Computer Science and Education, 2010, pp. 195-198.
4. I. Cohen, N. Sebe, A. Garg, L.S. Chen, and T.S. Huang, "Facial expression recognition from video sequences: temporal and static modeling," Computer Vision and Image Understanding, Vol. 91, no. 1, pp. 160-187, 2003.
5. Y. Wang, H. Ai, B. Wu, and C. Huang, "Real time facial expression recognition with adaboost," in Proceedings of the 17th International Conference on Pattern Recognition, 2004, pp. 926-929.
6. D.T. Lin, "Facial expression classification using PCA and hierarchical radial basis function network," Journal of information science and engineering, Vol. 22, no. 5, pp. 1033-1046, 2006.
7. I.A. Essa and A.P. Pentland, "Coding, analysis, interpretation, and recognition of facial expressions," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 19, no. 7, pp. 757-763, 1997. (Pubitemid 127762267)
8. K. Anderson and P.W. McOwan, "A Real-Time Automated System for the Recognition of human facial expressions," IEEE Transactions on Systems, Man, and Cybernetics, Vol. 36, no. 1, pp. 96-105, 2006. (Pubitemid 43174144)
9. P. Kakumanu and N. Bourbakis, "A local-global graph approach for facial expression recognition," in IEEE International Conference on Tools with Artificial Intelligence, 2006, pp. 685-692. (Pubitemid 351209582)
10. S. Park and D. Kim, "Spontaneous facial expression classification with facial motion vectors," in IEEE International Conference on Automatic Face And Gesture Recognition, 2008, pp. 1-6.
11. P. Viola and M.J. Jones, "Robust real-time face detection," International journal of computer vision, Vol. 57, no. 2, pp. 137-154, 2004.
12. C. Shan, S. Gong, and P.W. McOwan, "Robust facial expression recognition using local binary patterns," in IEEE International Conference on Image Processing, 2005.
13. T. Ojala, M. Pietikainen, and T. Maenpaa, "Multiresolution gray-scale and rotation Invariant texture classification with local binary patterns," IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 24, no. 7, pp. 971-987, 2002. (Pubitemid 34835471)
14. T. and Hadid, A. and Pietikaeinen, M. Ahonen, "Face recognition with local binary patterns," in European Conference on Computer Vision, 2004, pp. 469-481.
15. M. Turk and A. Pentland, "Eigen faces for Recognition," Journal of Cognitive Neuro sicence, Vol. 3, no. 1, pp. 71-86, 1991.
16. Önsen TOYGAR and Adnan ACAN, "Face recognition using PCA, LDA and ICA approaches on colored images," IU-Journal of Electrical & Electronics Engineering, Vol. 3, no. 1, pp. 735-743, 2003.