Applying SVMs to face detection

IEEE Intelligent Systems and Their Applications

Volumn 13, Issue 4, 1998, Pages 23-26

  Osuna, Edgar ^a,b,c,d  

^a Operations Research Center   (Venezuela)

^b MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

^c UNIVERSIDAD SIMÓN BOLÍVAR   (Venezuela)

^d IESA   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0002781665     PISSN: 10947167     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (8)

1. G. Burel and D. Carel, "Detection and Localization of Faces on Digital Images," Pattern Recognition letters, Vol. 15, 1994, pp. 963-967.
2. H. Rowley, S. Baluja, and T. Kanade, Human Face Detection in Visual Scenes, Tech. Report 95-158, Computer Science Dept., Carnegie Mellon Univ., Pittsburgh, 1995.
3. G. Yang and T. Huang, "Human Face Detection in a Complex Background," Pattern Recognition, Vol. 27, 1994, pp. 53-63.
4. B. Moghaddam and A. Pentland, Probabilistic Visual Learning for Object Detection, Tech. Report 326, MIT Media Laboratory, Cambridge, Mass., 1995.
5. N. Krüger, M. Pötzsch, and C. v.d. Malsburg, Determination of Face Position and Pose with Learned Representation Based on Labeled Graphs, Tech. Report 96-03, RuhrUniversität, 1996.
6. K. Sung, Learning and Example Selection for Object and Pattern Detection, PhD thesis, MIT AI Lab and Center for Biological and Computational Learning, 1995.
7. K. Sung and T. Poggio, Example-Based Learning for View-Based Human Face Detection, A.I. Memo 1521, C.B.C.L Paper 112, Dec. 1994.
8. E. Osuna, R. Freund, and F. Girosi, "An Improved Training Algorithm for Support Vector Machines," Proc. IEEE Workshop on Neural Networks and Signal Processing, IEEE Press, Piscataway, N.J., 1997.