Facial expression recognition using local fisher discriminant analysis

Communications in Computer and Information Science

Volumn 214 CCIS, Issue PART 1, 2011, Pages 443-448

  Zhang, Shiqing ^a   Zhao, Xiaoming ^a   Lei, Bicheng ^a  

^a TAIZHOU UNIVERSITY   (China)

Author keywords

Facial expression recognition; Local binary patterns; Local Fisher discriminant analysis

Indexed keywords

DATA REPRESENTATIONS; EUCLIDEAN DISTANCE; FACIAL EXPRESSION CLASSIFICATION; FACIAL EXPRESSION RECOGNITION; FACIAL EXPRESSIONS; FISHER DISCRIMINANT ANALYSIS; HIGH-DIMENSIONAL; LINEAR DISCRIMINANT ANALYSIS; LOCAL BINARY PATTERNS;

COMPUTER SCIENCE; CONTENT BASED RETRIEVAL; DISCRIMINANT ANALYSIS; EDUCATION COMPUTING; FISHER INFORMATION MATRIX; GESTURE RECOGNITION; PRINCIPAL COMPONENT ANALYSIS;

FACE RECOGNITION;

EID: 80052370423     PISSN: 18650929     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-23321-0_69     Document Type: Conference Paper

References (13)

1. Tian, Y., Kanade, T., Cohn, J.: Facial expression analysis. In: Handbook of Face Recognition, pp. 247-275 (2005)
2. Turk, M. A., Pentland, A. P.: Face recognition using eigenfaces. In: IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Maui, USA, pp. 586-591 (1991)
3. Belhumeur, P. N., Hespanha, J. P., Kriegman, D. J.: Eigenfaces vs. fisherfaces: Recognition using class specific linear projection. IEEE Transactions on Pattern Analysis and Machine Intelligence 19(7), 711-720 (1997)
4. Lyons, M. J., Budynek, J., Akamatsu, S.: Automatic classification of single facial images. IEEE Transactions on Pattern Analysis and Machine Intelligence 21(12), 1357-1362 (1999)
5. Ojala, T., Pietikinen, M., Menp, T.: Multiresolution gray scale and rotation invariant texture analysis with local binary patterns. IEEE Transactions on Pattern Analysis and Machine Intelligence 24(7), 971-987 (2002)
6. Ojala, T., Pietikinen, M., Harwood, D.: A comparative study of texture measures with classification based on featured distributions. Pattern Recognition 29(1), 51-59 (1996)
7. Shan, C., Gong, S., McOwan, P.: Robust facial expression recognition using local binary patterns. In: IEEE International Conference on Image Processing (ICIP), Genoa, pp. 370-373 (2005)
8. Shan, C., Gong, S., McOwan, P.: Facial expression recognition based on Local Binary Patterns: A comprehensive study. Image and Vision Computing 27(6), 803-816 (2009)
9. Sugiyama, M.: Dimensionality reduction of multimodal labeled data by local Fisher discriminant analysis. Journal of Machine Learning Research 8, 1027-1061 (2007)
10. He, X., Niyogi, P.: Locality preserving projections. In: Advances in Neural Information Processing Systems (NIPS), pp. 153-160. MIT Press, Cambridge (2003)
11. Lyons, M., Akamatsu, S., Kamachi, M., Gyoba, J.: Coding facial expressions with Gabor wavelets. In: Third IEEE International Conference on Automatic Face and Gesture Recognition, Nara, Japan, pp. 200-205 (1998)
12. Tian, Y.: Evaluation of face resolution for expression analysis. In: First IEEE Workshop on Face Processing in Video, Washington, USA, pp. 82-82 (2004)
13. Viola, P., Jones, M.: Robust real-time face detection. International Journal of Computer Vision 57(2), 137-154 (2004)