Facial expression recognition based on discriminative dictionary learning

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2012, Pages 1839-1842

  Liu, Weifeng ^a   Song, Caifeng ^a   Wang, Yanjiang ^a  

^a CHINA UNIVERSITY OF PETROLEUM   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DISCRIMINATIVE DICTIONARIES; FACIAL EXPRESSION RECOGNITION; FACIAL EXPRESSIONS; GABOR FEATURE; K-SVD ALGORITHMS; SPARSE CODING; SPARSE REPRESENTATION; STATE OF THE ART;

ALGORITHMS; GESTURE RECOGNITION;

FACE RECOGNITION;

EID: 84874564720     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (19)

1. J. Wright, A. Yang, A. Ganesh, S. Sastry and Y. Ma. Robust face recognition via sparse representation. IEEE Trans. on Pattern Anal. and Mach. Intell., 2009.
2. M. Aharon, M. Elad, and A. Bruckstein. K-SVD:An algorithm for designing overcomplete dictionaries for sparse representation. IEEE Trans. on Signal Processing, 54(1):4311-4322, 2006.
3. X. Lian, Z. Li, B. Lu, and L. Zhang. Max-margin dictionary learning for multiclass image categorization. ECCV, 2010.
4. D.Pham and S.Venkatesh. Joint learning and dictionary construction for pattern recognition. CVPR2008.
5. Q. Zhang and B. Li. Discriminative k-svd for dictionary learning in face recognition. CVPR2010.
6. J. Mairal, F. Bach, J. Ponce, etc. Discriminative learned dictionaries for local image analysis. CVPR2008.
7. Hans G. Feichtinger, Thomas Strohmer. "Gabor Analysis and Algorithms", Birkhäuser, 1988.
8. M. Lyons, S. Akamatsu, Coding Facial Expressions with Gabor Wavelets. AFGR, 1998
9. Liao, S., Law, M.W.K., Chung and A.C.S. Dominant Local Binary Patterns for Texture Classification. IEEE Trans. on Image Processing, 18(5):1057-7149, 2009.
10. T.Ojala, M.Pietikainen and T.Maenpaa, Multiresolution gray-scale and rotation invariant texture classification with local binary patterns, IEEE Trans. on Pattern Anal. and Mach. Intell.,24(7):971-987, 2002.
11. C.Liu and H.Wechsler, Gabor Feature Based Classification Using the Enhanced Fisher Linear Discriminant Model for Face Recognition, IEEE Trans. on Image Processing, 11(4):467-476, 2002.
12. Baochang Zhang, Yongsheng Gao and Yu Qiao, Face recognition based on Gradient Gabor feature. IEEE International Conference on Image Processing,12: 1904-1907, 2008.
13. Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan: Online Nonnegative Matrix Factorization With Robust Stochastic Approximation. IEEE Trans. Neural Netw. Learning Syst. 23(7): 1087-1099 (2012)
14. Naiyang Guan, Dacheng Tao, Zhigang Luo and Bo Yuan, Non-Negative Patch Alignment Framework, IEEE Trans. on Neural Networks,22(8):1218-1230, 2011.
15. Mingli Song, Dacheng Tao, Zicheng Liu, Xuelong Li, Mengchu Zhou: Image Ratio Features for Facial Expression Recognition Application. IEEE Trans. on Systems, Man, and Cybernetics, Part B 40(3):779-788, 2010
16. Mingli Song, Dacheng Tao, Xiaoqin Huang, Chun Chen, Jiajun Bu, Three-Dimensional Face Reconstruction From a Single Image by a Coupled RBF Network. IEEE Trans. on Image Processing 21(5): 2887-2897, 2012
17. Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan: NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization. IEEE Trans. on Signal Processing 60(6): 2882-2898, 2012
18. Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank: General Tensor Discriminant Analysis and Gabor Features for Gait Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 29(10): 1700-1715, 2007
19. Xinmei Tian, Dacheng Tao, Yong Rui: Sparse Transfer Learning for Interactive Video Search Reranking, ACM TOMCCAP, 2012.