A fast algorithm face detection and head pose estimation for driver assistant system

International Conference on Signal Processing Proceedings, ICSP

Volumn 3, Issue , 2007, Pages

  Quo, Zhibo ^a,b   Liu, Huajun ^a   Wang, Qiong ^a   Yang, Jingyu ^a  

^a NANJING UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b YANGZHOU UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; PARAMETER ESTIMATION; PRINCIPAL COMPONENT ANALYSIS; SUPPORT VECTOR MACHINES;

BILATERAL-PROJECTION MATRIX PRINCIPLE COMPONENT ANALYSIS (BMPCA); DRIVER ASSISTANT SYSTEM; HEAD POSE; MASK TRANSFORM;

FACE RECOGNITION;

EID: 34249286646     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICOSP.2006.345750     Document Type: Conference Paper

References (16)

1. Singh S. and Papanikolopoulos N. P. "Monitoring Drive Fatigue using Facial Analysis Techniques", Proc. of IEEE International Conference on Intelligent Transport Systems, pp.314-318, 1999.
2. Takemura K., Ido J., Matsunloto Y. and Ogasawara T. "Drive Monitoring System Based on Non-Contact Measurement System of Driver's Focus of Visual Attention", Proc. of IEEE Intelligent Vehicles Symposium, pp.581-586, 2003.
3. Miao J., Yin B., Wang K., Shen L. and Chen X. "A Hierarchical Multi-scale and Multi-angle System for Human Face Detection in a Complex Background using Gravity-center Template", Pattern Recognition, 32(7), pp. 1237-1248, 1999.
4. Yang G. Z. and Huang T. S. "Human Face Detection in a Complex Background", Pattern Recognition, 27(1), pp.53-63,1994.
5. Jeng S. H. and Liao H. Y. "An Efficient Approach for Facial Feature Detection using Geometrical Face Model", Proc. of IEEE International Conference on Pattern Recognition, pp.426-430, 1996.
6. Waring C. A. and Liu X. W. "Face Detection using Spectral Histograms and SVMs", IEEE Trans, Systems, Man and Cybernetics, 35(3), pp. 467-476, 2005.
7. Rowley H. A., Baluja S. and Kanade T. "Neural Network based Face Detection", IEEE Trans. Pattern Analysis and Machine Intelligence, 20(1), pp.23-38,1998.
8. Viola P. and Jones M. "Rapid Object Detection using a Boosted Cascade of Simple Features", Proc. of IEEE International Conference on Computer Vision and Pattern Recognition, pp.511-518, 2001.
9. Nikolaidis A. and Pitas I. "Facial Feature Extraction and Pose Determination", Pattern Recognition, pp. 1783-1791, Nov., 2000.
10. Sherrah J., Gong S. and Ong E. J. "Face Distributions in Similarity Space under Varying Head Pose", Image and Vision Computing, 19(12), pp.807-819, Oct., 2001.
11. Yang R. G., Zhang Z. Y. "Model-based Head Pose Tracking With Stereo Vision", Proc. of IEEE International Conference on Automatic Face and Gesture Recognition, pp.242-247, 2002.
12. Ji Q. "3D Face Pose Estimation and Tracking from a Monocular Camera", Image and vision Computing, 20, pp.499-511, 2002
13. Lee M. H. and Kaveh M. "Fast Hadamard Transform Based on a Simple Matrix Factorization", IEEE Trans. Acoustics, Speech, and Signal Processing, 34(6), pp. 1666-1667, 1986.
14. Vapnik V. "The nature of statistical learning theory", New York: Springer-Verlag, 1995.
15. Yang J. and Yang J. Y. "From Image Vector to Matrix: a Straightforward Image Projection Technique - IMPCA vs. PCA", Pattern Recognition, 35, pp. 1997-1999, 2002.
16. Yang J., Zhang D., Frangi A. F. and Yang J. Y. "Two-Dimensional PCA: A New Approach to Appearance-based Face Representation and Recognition", IEEE Trans. Pattern Analysis and Machine Intelligence, 26(1), pp.131-137, 2004.