Cascaded classification of gender and facial expression using active appearance models

FGR 2006: Proceedings of the 7th International Conference on Automatic Face and Gesture Recognition

Volumn 2006, Issue , 2006, Pages 393-398

  Saatci, Yunus ^a   Town, Christopher ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

CLASSIFICATION (OF INFORMATION); CLASSIFIERS; FEATURE EXTRACTION; IMAGE ANALYSIS; MATHEMATICAL MODELS;

ACTIVE APPEARANCE MODELS (AAM); CASCADED CLASSIFICATION; FACIAL EXPRESSION; SUPPORT VECTOR MACHINE (SVM);

FACE RECOGNITION;

EID: 33750801005     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/FGR.2006.29     Document Type: Conference Paper

References (15)

1. R. Brunelli and T. Poggio. Hyperbf networks for gender classification. In DARPA Image Understanding Workshop, pages 311-314, 1992.
2. T. F. Cootes, G. J. Edwards, and C. J. Taylor. Active appearance models. Lecture Notes in Computer Science, 1407:484-502, 1998.
3. P. Ekman. Emotion in the Human Face. Cambridge University Press, 1982.
4. J. Ghosh. Multiclassifier systems- back to the future. In Proc. 3d int. Workshop on Multiple Classifier Systems, 2002.
5. B. A. Golomb, D. T. Lawrence, and T. J. Sejnowski. Sexnet: A neural network identifies sex from human faces. Advances in Neural Information Processing Systems, pages 572-577, 1991.
6. H. Graf, E. Cosatto, L. Bottou, I. Durdanovic, and V. Vapnik. Parallel support vector machines: The cascade svm. In NIPS, 2004.
7. D. R. Hofstadter. Gödel, Escher, Bach: an Eternal Golden Braid. Penguin Books, 1979.
8. A. Martinez and R. Benavente. The AR face database. Technical Report 24, CVC Technical Report, June 1998.
9. B. Moghaddam and M.-H. Yang. Sex with support vector machines. In NIPS, pages 960-966, 2000.
10. A. OToole, K. Deffenbacher, D. Valentin, K. McKee, D. Huff, and H. Abdi. The perception of face gender: the role of stimulus structure in recognition and classification. Memory and Cognition, 26(1), 1998.
11. M. Pantic and L. J. M. Rothkrantz. Automatic analysis of facial expressions: The state of the art. IEEE Trans. Pattern Anal. Mach. Intell., 22(12): 1424-1445, 2000.
12. P. Phillips, P. Grother, R. Micheals, D. Blackburn, E. Tabassi, and J. Bone. FRVT 2002: Overview and summary, 2002.
13. M. B. Stegmann, B. K. Ersbøll, and R. Larsen. FAME - a flexible appearance modelling environment. IEEE Trans. on Medical Imaging, 22(10):1319-1331, 2003.
14. P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In ICCV, 2001.
15. S. Widen. Gender and preschoolers' perception of emotion. Merrill-Palmer Quarterly, 48(3), 2002.