Locating facial feature points using support vector machines

Proceedings of the IEEE International Workshop on Cellular Neural Networks and their Applications

Volumn , Issue , 2005, Pages 296-299

  Liao, Chia Te ^a   Wu, Yu Kuen ^a   Lai, Shang Hong ^a  

^a NATIONAL TSING HUA UNIVERSITY   (Taiwan)

Author keywords

Classification; Color; Facial feature point detection; Support vector machines

Indexed keywords

ALGORITHMS; ANIMATION; CLASSIFICATION (OF INFORMATION); COLOR IMAGE PROCESSING; INFORMATION ANALYSIS; VECTOR QUANTIZATION;

EXTRACTION ALGORITHM; FACE ANIMATION; FACIAL FEATURE POINT DETECTION; SUPPORT VECTOR MACHINES;

FACE RECOGNITION;

EID: 27144490672     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. R. Brunelli and T. Poggio, "Face recognition: features versus templates," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 15, no. 10, 1993, pp. 1042-1052.
2. T. Yokoyama, H. Wu, and M. Yachida, "Automatic detection of facial feature points and contours," Proceedings of the 5th IEEE International Workshop on Robot and Human Communication, IEEE, Ibaraki, Japan, November 1996, pp. 335-340.
3. C. H. Lin and J. L. Wu, "Automatic facial feature extraction by genetic algorithms," IEEE Transactions on Image Processing, vol. 8, issue 6, 1999, pp. 834-845.
4. J. H. Lai, P. C. Yuen, W. S. Chen, S. Lao, and M. Kawade, "Robust facial feature point detection under nonlinear illuminations," Proceedings of IEEE ICCV Workshop on Recognition, Analysis, and Tracking of Faces and Gestures in Real-Time Systems, IEEE, Vancouver, Canada, July 2001, pp. 168-174.
5. M.Gargesha and S.Panchanathan, "A hybrid technique for facial feature point detection," Proceedings of the 5th IEEE Southwest Symposium on Image Analysis and Interpretation, IEEE, Santa Fe, U.S.A., April 2002, pp. 134-138.
6. N. Cristianini and J. S. Taylor, An Introduction to Support Vector Machines and Other Kernel-based Learning Methods, Cambridge University Press, 2000.
7. O. Chapelle, P. Haffner, and V. N. Vapnik, "Support vector machines for histogram-based image classification," IEEE Transactions on Neural Networks, vol. 10, no. 5, 1999, pp. 1055-1064.
8. T. Sim, S. Baker, and M. Bsat, "The CMU pose, illumination and expression database," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, issue 12, 2003, pp. 1615-1618.