Facial expression recognition based on fusion features of LBP and Gabor with LDA

Proceedings of the 2009 2nd International Congress on Image and Signal Processing, CISP'09

Volumn , Issue , 2009, Pages

  Bai, Gang ^a   Jia, Wanhong ^a   Jin, Yang ^a  

^a NANKAI UNIVERSITY   (China)

Author keywords

Facial expression recognition; Gabor wavelet; Local binary patterns

Indexed keywords

FACIAL EXPRESSION RECOGNITION; FACIAL EXPRESSIONS; FACIAL IMAGES; GABOR WAVELETS; LOCAL BINARY PATTERNS; RECOGNITION FEATURES;

CONTENT BASED RETRIEVAL; GESTURE RECOGNITION; SIGNAL PROCESSING;

FACE RECOGNITION;

EID: 73849093389     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CISP.2009.5304655     Document Type: Conference Paper

References (18)

1. Porat M., Zeevi Y, "The generalized Gabor scheme of image representation in biological and machine vision", IEEE Trans. on Pattern Analysis and Machine Intelligence, 1988, 10(4), pp.452-468.
2. T Ojala, M Pietikanen and T Maenpaa, "Multi-resolution gray-scale and rotation invariant texture classification with local binary patterns", IEEE Transaction on Pattern Analysis and Machine Intelligence, 2002, 24(7), pp.971-987.
3. T. Ahonen, A. Hadid and M. Pietikainen, "Face Recognition with Local Binary Patterns", The 8th European Conference on Computer Vision, 2004, pp.469-481.
4. Timo Ahonen, Abdenour Hadid and Matti Pietikainen, "Face description with local binary patterns: Application to Face Recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence, Dec.2006, 2006,28(12),pp.2037-2041.
5. Wenchao Zhang, Shiguang Shan, Wen Gao, et al., "Local Gabor Binary Pattern Histogram Sequence (LGBPHS): a Novel Non-Statistical Model for Face Representation and Recognition", Proceedings of the 10th International Conference on Computer Vision, Beijing, China, Oct.15-21, 2005, pp.150-155.
6. Lianghua He, Die Hu and Changjun Jiang, "Gabor Binary Codes for Face Recognition", IEEE Computer Society, Nov. 2006, pp.53-60.
7. QUAN-YOU ZHAO, BAO-CHANG PAN and JIAN-JIA PAN, "Facial expression recognition based on fusion of Gabor and LBP features", Proceedings of the 2008 International Conference on Wavelet Analysis and Pattern Recognition, Hong Kong, 30-31 Aug. 2008,vol 1,pp.362-367.
8. Liu C, Wechsler H., "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002, 11(4), pp.467-476.
9. J. Yang, J. Y. Yang, D. Zhang, et al., "Feature fusion: parallel strategy vs. serial strategy", Pattern Recognition, 2003, 36(6), pp.1369-1381.
10. Wen-Shu Li ,Chang-Le Zhou,Xiao-Xi Huang,"A novel face recognition method with nonlinear feature combination", Proceedings of the Third International Conference on Machine Learning and Cybernetics, Shanghai. 26-29 Aug. 2004, vol.6, pp.3711- 3716.
11. Zhang Ling, Zou Yuanwen, Wang Tianfu, et al,"Facial Expression Recognition Based on Feature Selection by Quadratic Mutual Information", Journal of Biomedical Engineering, June 2008, 25(3):510-514
12. M. Lyons, J. Budynek, and S. Akamatsu, "Automatic classification of single facial images", IEEE Transactions on Pattern Analysis and Machine Intelligence, Dec. 1999,21(12), pp.1357-1362.
13. Tang Jinghai, Zhang Youwei, "The Expression Recognition Method of SVM Based on FLD Extracting Feature", Computer Engineering and Applications, 2006 42(11), pp.10-12.
14. Geng Xue, Zhang Youwei, "Facial Expression Recognition Based on the Difference of Statistical Features", Signal Processing, The 8th International Conference on , 16-20 2006, Vol.3.
15. Kunlong Zuo, Wenyao Iiu, "Facial Expression Recognition Using Active Appearance Models", Journal of Optoelectronics-Laser, 2004, 15(7), pp.853-857.
16. S. Liao, W. Fan, C.S. Chung, et al., "Facial expression recognition using advanced local binary patterns, tsallis entropies and global appearance features", IEEE International Conference on Image Processing (ICIP), 8-11 Oct. 2006, pp.665-668.
17. Huang Yong, Ying Zilu, "Facial expression recognition based on multiclassifier fusion", Computer Engineering and Applications, 2007, 43(25), pp.244-245.
18. W-feng Liu, Yan-jiang Wang, "Expression feature extraction based on difference of Local Binary Pattern histogram sequences", Signal Processing, 2008, ICSP 2008, 9th International Conference on , 26-29 Oct, 2008, pp. 2082-2084.