AdaBoost with totally corrective updates for fast face detection

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

Volumn , Issue , 2004, Pages 445-450

  Šochman, Jan ^a   Matas, Jiří ^a  

^a CZECH TECHNICAL UNIVERSITY IN PRAGUE   (Czech Republic)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER HARDWARE; DECISION MAKING; ERROR DETECTION; LEARNING ALGORITHMS; PERTURBATION TECHNIQUES;

ADABOOST LEARNING ALGORITHMS; CASCADE DETECTOR; DECISION TREE; FACE DETECTION;

FACE RECOGNITION;

EID: 4544253051     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. Y. Freund and R. E. Schapire. A decision-theoretic generalization of on-line learning and an application to boosting. In ECCLT, pages 23-37, 1995.
2. ISO/IEC JTC 1/SC 29/WG11 Moving Picture Experts Group.
3. J. Kivinen and M. K. Warmuth. Boosting as entropy projection. In CLT, pages 134-144, ACM, New York, July 1999.
4. S. Li, L. Zhu, Z. Zhang, A. Blake, H. Zhang, and H. Shum. Statistical learning of multi-view face detection. In ECCV, page IV: 67 ff., 2002.
5. R. Lienhart, A. Kuranov, and P. Vadim. Empirical analysis of detection cascades of boosted classifiers for rapid object detection. In DAGM, Magdeburg, Germany, September 2003.
6. Nikunj C. Oza. Boosting with Averaged Weight Vectors. In Multiple Classifier Systems, pages 15-24, 2003.
7. P. Pudil, J. Novovicova, and J. Kittler. Floating search methods in feature selection. Pattern recognition letters, 15:1119-1125, 1994.
8. H. Rowley, S. Baluja, and T. Kanade. Neural network-based face detection. PAMI, 20(1):23-38, January 1998.
9. R. E. Schapire and Y. Singer. Improved boosting algorithms using confidence-rated predictions. Machine Learning, pages 37(3): 297-336, 1999.
10. H. Schneiderman and T. Kanade. A statistical method for 3d object detection applied to faces and cars. In CVPR, pages I:746-751, 2000.
11. K. K. Sung and T. Poggio. Learning human face detection in cluttered scenes. In CAIP, pages 432-439, 1995.
12. P. Viola and M. Jones. Robust real time object detection. In SCTV, Vancouver, Canada, 2001.