Multiple classifiers approach for computational efficiency in multi-scale search based face detection

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 4221 LNCS - I, Issue , 2006, Pages 483-492

  Ryu, Hanjin ^a   Chun, Seung Soo ^a   Sull, Sanghoon ^a  

^a Korea University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; BACKPROPAGATION; COMPUTATION THEORY; FACE RECOGNITION; SEARCH ENGINES;

COMPUTATION COST; DETECTION ACCURACY; FACE CLASSIFIERS;

CLASSIFICATION (OF INFORMATION);

EID: 33750353074     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/11881070_67     Document Type: Conference Paper

References (14)

1. Sung, K-K., Poggio, T.: Example based learning for view based human face detection. IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 20 (1998) 39-51
2. Juell, P., Marsh, R.: A hierarchical neural network for human face detection. Pattern Recognition, Vol. 29 (1996) 781-787
3. Rowley, H., Baluja, S., Kanade, T.: Neural network based face detection, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 20 (1998) 23-38
4. Osuna, E., Freund, R., Girosi, F.: Training support vector machines: an approach to face detection, Pro. Conf. Computer Vision and Pattern Recognition, (1997) 130-136
5. Shih. P., Liu, C: Face detection using discriminating feature analysis and support vector machine. Pattern Recognition, Vol. 39 (2006), 260-276
6. Turk, M., Pentland, A.: Face recognition using eigenfaces. Pro. Conf. Computer Vision and Pattern Recognition (1991) 586-591
7. Yang, J., Waibel, A.: Tracking human faces in real time, Tech. Report CMU-CS-95-210 (1995)
8. Soriano, M., Martinkauppi, B., Hunvinen, S., Laaksonen, M.: Adaptive skin color modeling using the skin lucus for selecting training pixels. Pattern Recognition, Vol. 3 (2003) 681-690
9. Froba, B., Kublbech, C.: Robust face detection at video frame rate based on edge orientation features. Proc. Conf. Automatic Face and Gesture Recognition, (2002) 327-332
10. Feraud, R., Bernier, O. J., Viallet, J-M., Collobert, M.: A fast and accurate face detector based on neural networks. IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 23 (2002) 42-53
11. Bebis, G., Uthiram, S., Georgiopoulos, M.: Face detection and verification using generic search. Artificial Intelligence Tools, Vol. 9 (2000) 225-246
12. Peter, R. A., Strickland, R. N: Image complexity metrics for automatic target recognizers. Automatic Target Recognizer System and Technology Conference (1990)
13. Georghiades, A. S., Belhumeur, P. N., Kriegman, D. J.: From few to many: Illumination cone models for face recognition under variable lighting and pose. IEEE Trans. On Pattern Analysis and Machine Intelligence, Vol. 23 (2001) 643-660
14. Martinez, A. M., Benavente, R.: The AR face database. CVC Tech, Report #24 (1998)