Compound local binary pattern (CLBP) for robust facial expression recognition

12th IEEE International Symposium on Computational Intelligence and Informatics, CINTI 2011 - Proceedings

Volumn , Issue , 2011, Pages 391-395

  Ahmed, Faisal ^a   Hossain, Emam ^b   Bari, A S M Hossain ^c   Shihavuddin, Asm ^d  

^a ISLAMIC UNIVERSITY OF TECHNOLOGY   (Bangladesh)

^b Prime University   (Bangladesh)

^c Samsung Bangladesh R and D Center Ltd   (Bangladesh)

^d UNIVERSITY OF GIRONA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

APPEARANCE BASED; EXPRESSION ANALYSIS; FACIAL EXPRESSION RECOGNITION; FACIAL FEATURE; FEATURE REPRESENTATION; GRAY VALUE; LBP OPERATOR; LOCAL BINARY PATTERN OPERATORS; LOCAL BINARY PATTERNS; LOCAL TEXTURE; MAGNITUDE INFORMATION; PERSON-INDEPENDENT; TEXTURE INFORMATION;

ARTIFICIAL INTELLIGENCE; CODES (SYMBOLS); CONTENT BASED RETRIEVAL; FEATURE EXTRACTION; GESTURE RECOGNITION; INFORMATION SCIENCE; TEXTURES;

FACE RECOGNITION;

EID: 84855931892     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CINTI.2011.6108536     Document Type: Conference Paper

References (21)

1. T. Jabeed, M. H. Kabir, and O. Chae, "Robust Facial Expression Recognition Based on Local Directional Pattern," ETRI Journal, vol. 32, no. 5, pp. 784-794, October 2010.
2. C. Shan, S. Gong, and P. W. McOwan, "Facial Expression Recognition based on Local Binary Patterns: A Comprehensive Study," Image and Vision Computing, vol. 27, no. 6, pp. 803-816, May 2009.
3. Y. Tian, T. Kanade, J. Cohn, "Facial Expression Analysis," in Handbook of Face Recognition, Springer, 2005.
4. P. Ekman and W. Friesen, "Facial Action Coding System: A Technique for Measurement of Facial Movement," Consulting Psychologists Press, 1978.
5. Z. Zhang, "Feature-Based Facial Expression Recognition: Sensitivity Analysis and Experiment with a Multi-Layer Perceptron," International Journal of Pattern Recognition and Artificial Intelligence, vol. 13, issue 6, pp. 893-911, 1999. (Pubitemid 30504428)
6. G. D. Guo and C. R. Dyer, "Simultaneous Feature Selection and Classifier Training Via Linear Programming: A Case Study for Face Expression Recognition," IEEE Conference on Computer Vision and Pattern Recognition, pp. 346-352, 2003.
7. M. Valstar, I. Patras, and M. Pantic, "Facial Action Unit Detection using Probabilistic Actively Learned Support Vector Machines on Tracked Facial Point Data," IEEE CVPR Workshop, vol. 3, pp. 76-84, 2005.
8. M. Valstar and M. Pantic, "Fully Automatic Facial Action Unit Detection and Temporal Analysis," IEEE CVPR Workshop, p. 149, June 2006.
9. C. Padgett and G. Cottrell, "Representation Face Images for Emotion Classification," Advances in Neural Information Processing Systems, vol. 9, 1997.
10. M.S. Bartlett, J.R. Movellan, and T.J. Sejnowski, "Face Recognition by Independent Component Analysis," IEEE Transactoin on Neural Networks, vol. 13, no. 6, pp. 1450-1464, 2002. (Pubitemid 35428531)
11. C.C. Fa and F.Y. Shin, "Recognizing Facial Action Units using Independent Component Analysis and Support Vector Machine,"Pattern Recognition, vol. 39, no. 9, pp. 1795-1798, 2006.
12. M.J. Lyons, J. Budynek, and S. Akamatsu, "Automatic Classification of Single Facial Images," IEEE Transaction on Pattern Analysis and Machince Intelligence, vol. 21, no. 12, pp. 1357-1362, 1999. (Pubitemid 30568926)
13. Y. Tian, "Evaluation of Face Resolution for Expression Analysis,"IEEE Workshop on Face Processing in Video, 2004.
14. G. Donato et al., "Classifying Facial Actions," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 21, no. 10, pp. 974-989, 1999.
15. C. Shan, S. Gong, and P.W. McOwan, "Robust Facial Expression Recognition Using Local Binary Patterns," IEEE International Conference on Image Processing, pp. 370-373, 2005.
16. T. Ojala, M. Pietikäinen, and T. Mäenpää, "Multiresolution Gray- Scale and Rotation Invariant Texture Classification with Local Binary Patterns," IEEE Transaction on Pattern Analysis and Machine Intelligence, vol. 24, no. 7, pp. 971-987, 2002. (Pubitemid 34835471)
17. H. Zhou, R. Wang and C. Wang, "A Novel Extended Local Binary Pattern Operator for Texture Analysis," Information Sciences, vol. 178, no. 22, pp.4314-4325, 2008.
18. X.Tan and B.Triggs, "Enhanced Local Texture Feature Sets for Face Recognition under Difficult Lighting Conditions," IEEE International Workshop on Analysis and Modeling of Faces and Gestures, LNCS 4778, pp.168-182, 2007.
19. T. Kanade, J. Cohn, and Y. Tian, "Comprehensive Database for Facial Expression Analysis," IEEE International Conference on Automated Face and Gesture Recognition, pp. 46-53, March 2000.
20. D. He and N. Cercone, "Local Triplet Pattern for Content-based Image Retrieval," Image Analysis and Recognition, pp. 229-238, 2009.
21. C.W. Hsu and C.J. Lin, "A Comparison on Methods for Multiclass Support Vector Machines," IEEE Transaction on Neural Networks, vol. 13, no. 2, pp. 415-425, 2002.