Face detection using one-class-based support vectors

Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition

Volumn , Issue , 2004, Pages 457-462

  Jin, Hongliang ^a   Liu, Qingshan ^a   Lu, Hanqing ^a  

^a INSTITUTE OF AUTOMATION   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER VISION; FEATURE EXTRACTION; FUNCTIONS; IMAGE SEGMENTATION; LAGRANGE MULTIPLIERS; NEURAL NETWORKS; PARAMETER ESTIMATION; PROBLEM SOLVING; QUADRATIC PROGRAMMING;

DATASETS; FACE ANALYSIS; FACE DETECTION; SUPPORT VECTOR MACHINES (SVM);

FACE RECOGNITION;

EID: 4544279805     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (11)

1. C. Liu: "A Bayesian Discriminating Features Method for Face Detection", IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 25, no. 6, pp. 725-740, 2003.
2. K.-K. Sung and T. Poggio, "Example-Based Learning for View-Based Human Face Detection," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, no. 1, pp. 39-51, Jan. 1998.
3. Paul Viola and Michael J. Jones. "Robust real-time object detection." In Proc. of IEEE Workshop on Statistical and Computational Theories of Vision, 2001.
4. De Ridder, D. and Franc, V., "Robust manifold learning", Technical report CTU-CMP-2003-08, Center for Machine Perception, Department of Cybernetics Faculty of Electrical Engineering, Czech Technical University, Prague, 2003.
5. Ming-Hsuan Yang, David Kriegman, and Narendra Ahuja. Detecting faces in images: A survey. Pattern Analysis & Machine Intelligence 24(1), January 2002, pp. 34-58
6. E. Hjelmas, B. K. Low. Face detection: A survey. Computer Vision and Image Understanding, 83:236-274,2001..
7. Henry A. Rowley, Shumeet Baluja, Takeo Kanade "Neural Network-Based Face Detection" IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 20, pp. 22-38, 1998.
8. D.M.J. Tax. One-class classification. PhD thesis. Delft University of Technology. June 2001.
9. E. Osuna, R. I'eund, and F. Girosi, "Training Support Vector Machines: An Application to Face Detection," IEEE CVPR, 1997.
10. G. Yang, T. Huang, "Human face detection in a complex background", Pattern Recognition 27 (1) (1994) 53-63.
11. D.M.J. Tax and R.P.W. Duin. "Data domain description by support vectors", Proc. of ESANN, pp. 251-256, Brussels, 1999. D Facto.