Facial expression recognition based on local binary patterns and coarse-to-fine classification

Proceedings - The Fourth International Conference on Computer and Information Technology (CIT 2004)

Volumn , Issue , 2004, Pages 178-183

  Feng, Xiaoyi ^a  

^a NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; GESTURE RECOGNITION; IMAGE ANALYSIS; MAPS; PATTERN RECOGNITION; CORRELATION METHODS; DATABASE SYSTEMS; GEOMETRICAL OPTICS; IMAGE PROCESSING;

BINARY PATTERNS; FACIAL EXPRESSIONS; FINE CLASSIFICATIONS; STATIC IMAGES;

FACE RECOGNITION; GESTURE RECOGNITION;

FACIAL EXPRESSION RECOGNITION; LINE EDGE MAP (LEM); LOCAL BINARY PATTERN (LBP); STATIC IMAGES;

EID: 9744241072     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (16)

1. M.Pantic and L.Rothkrantz, "Automatic Analysis of Facial Expressions: The State of the Art", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 22, 2000, pp. 1424-1445.
2. B.Fasel and J.Luettin, "Automatic Facial Expression Analysis: A Survey", Pattern Recognition, Vol.36, 2003, pp. 259-275.
3. W.Fellenz, J.Taylor, N.Tsapatsoulis, and S.Kollias, "Comparing Template-based, Feature-based and Supervised Classification of Facial Expression from Static Images",Computational Intelligence and Applications, 1999.
4. Y.Gao, M.Leung, S.Hui, and M.Tananda, "Facial Expression Recognition from Line-based Caricatures", IEEE Trans. on system, man, and cybernetics-part A: System and Humans, Vol.33, 2003, pp. 407-412.
5. Y.Shinohara and N.Otsu, "Facial Expression Recognition Using Fisher Weight Maps", IEEE Conf. on Automatic Face and Guesture Recognition, 2004, pp. 499-504.
6. M.Lyons, J.Budynek, and S.Akamastu, "Automatic Classification of Single Facial Images", IEEE Trans. Pattern Analysis and Machine Intelligence, Vol.21, 1999, pp. 1357-1362.
7. Z. Zhang, "Feature-based Facial Expression Recognition: Sensitivity Analysis and Experiment with a Multi-layer Perceptron", Pattern Recognition and Artificial Intelligence, Vol. 13, 1999, pp. 893-911.
8. rd Int. Conf. Automatic Face and Gesture Recognition, 1998, pp. 454-459.
9. G. Guo and C.Dyer, "Simultaneous Feature Selection and Classifier Training Via Linear Programming: A Case Study for Face Expression Recognition ", IEEE Conf. on Computer Vision and Pattern Recognition, 2003, pp. 346-352.
10. I.Buciu, C.Kotropoulos and I.Pitas, "ICA and Gabor Representation for Facial Expression Recognition". Proc. Int. Conf. on Image Processing, 2003, pp. 855-858.
11. M.Lyons, S.Akamastu, M.Kamachi, and J.Gyoba. "Coding Facial Expressions with Gabor Wavelets", IEEE Conf. on Automatic Face and Gesture Recognition, 1998, pp. 200-205.
12. D.Bolme, M.Teixeira, J.Beveridge, and B.Draper, "The CSU face identification evaluation system user's guide: its purpose, feature and structure", 3rd Int. Conf. on Computer Vision Systems, 2003, pp. 304-313.
13. M.Pietikäinen, T.Nurmela, T.Mäenpää and M.Turtinen, "View-based Recognition of Real-World Textures", Pattern Recognition, Vol. 37, 2004, pp. 313-323.
14. T.Ojala, M.Pietikäinen and T.Mäenpää, "Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns", IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 24, 2002, pp. 971-987.
15. T.Ahonen, A.Hadid and M.Pietikäinen, "Face Recognition with Local Binary Patterns", The 8th European Conference on Computer Vision, 2004, pp. 469-481.
16. A.Hadid, M.Pietikäinen, and T.Ahonen, "A Discriminative Feature Space for Detecting and Recognizing Faces",Proc. IEEE Conf. on Computer Vision and Pattern Recognition, 2004, in press.