Face detection using coarse-to-fine support vector classifiers

IEEE International Conference on Image Processing

Volumn 3, Issue , 2002, Pages

  Sahbi, Hichem ^a   Geman, Donald ^b   Boujemaa, Nozha ^a  

^a INRIA   (France)

^b JOHNS HOPKINS UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; LEARNING SYSTEMS; NEURAL NETWORKS;

CLUSTERING SUPPORT VECTORS; FACE DETECTION; SUPPORT VECTOR CLASSIFIERS;

FACE RECOGNITION;

EID: 0036451885     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (10)

1. H. Rowley, S. Baluja, and T. Kanade, "Neural network-based face detection," In IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 1, pp. 23-38, 1998.
2. E. Osuna, R. Freud, and F. Girosi, "Training support vector machines: an application to face detection," In IEEE Int Conference on Computer Vision and Pattern Recognition, pp. 130-136, 1997.
3. T.F.Cootes and C.J.Taylor, "Constrained active appearance models," In International Conference on Computer Vision, pp. 748-754, 2001.
4. J. Miao, B. Yin, K. Wang, L. Shen, and X. Chen, "A hierarchical multiscale and multiangle system for human face detection in complex background using gravity center template," In Pattern Recognition, vol. 32, no. 7, pp. 1237-1248, 1999.
5. T. Leung, M.C. Burl, and P. Perona, "Finding faces in cluttered scenes using random labelled graph matching," In International Conference on Computer Vision, pp. 637-644, 1995.
6. R.L. Hsu, M. Abdel-Mottaleb, and A. K. Jain, "Face detection in color images," In IEEE International Conference on Image Processing, pp. 1046-1049, 2001.
7. F. Fleuret and D. Geman, "Coarse-to-fine visual selection," In Int Journal of Computer Vision, vol. 41, no. 2, pp. 85-107, 2001.
8. V.N. Vapnik, "The nature of statistical learning theory," Springer Verlag, 1995.
9. C. Burges and M. Scholkopf, "Improving the accuracy and speed of support vector machines," Neural Information Processing Systems, Cambridge, MIT Press, pp. 375-381, 1997.
10. Rajesh N. Dave, "Characterization and detection of noise in clustering," In Pattern Recognition, vol. 12, no. 11, pp. 657-664, 1991.