Learning object detection from a small number of examples: The importance of good features

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition

Volumn 2, Issue , 2004, Pages

  Levi, Kobi ^a   Weiss, Yair ^a  

^a HEBREW UNIVERSITY OF JERUSALEM   (Israel)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATABASE SYSTEMS; FACE RECOGNITION; FEATURE EXTRACTION; LEARNING SYSTEMS; PROBLEM SOLVING; REAL TIME SYSTEMS;

EDGE ORIENTATION HISTOGRAMS (EOH); FACE DETECTION; FEASIBILITY; LINEAR FEATURES;

OBJECT RECOGNITION;

EID: 5044232103     PISSN: 10636919     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (12)

1. S. Z. L. et al. Statistical learning of multi-view face detection. Proceedings of the 7th European Conference on Computer Vision, Copenhagen, Denmark, May 2002.
2. W. Freeman and M. Roth. Orientation histogram for hand gesture recognition. In Int'l Workshop on Automatic Face- and Gesture-Recognition, 1995.
3. Y. Freund and R. E. Schapire. Experiments with a new boosting algorithm. In International Conference on Machine Learning, pages 148-156, 1996.
4. D. G. Lowe. Object recognition from local scale-invariant features. In Proceedings of the International Conference on Computer Vision-Volume 2, page 1150. IEEE Computer Society, 1999.
5. D. Roth, M. Yang, and N. Ahuja. A SNoW-based face detector. In NIPS(12), pages 855-861, 2000.
6. H. Rowley, S. Baluja, and T. Kanade. Rotation invariant neural network-based face detection. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pages 38-44, 1998.
7. H. A. Rowley, S. Baluja, and T. Kanade. Neural network-based face detection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(1):23-38, 1998.
8. H. Schneiderman and T. Kanade. A statistical approach to 3d object detection applied to faces and cars. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pages 746-751, June 2000.
9. G. Shakhnarovich, P. Viola, and T. Darrell. Fast pose estimation with parameter sensitive hashing. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), pages 750-757, 2003.
10. C. Sun and D. Si. Fast reflectional symmetry detection using orientation histograms. Real-Time Imaging, 5:63-74, 1999.
11. P. Viola and M. Jones. Rapid object detection using a boosted cascade of simple features. In Proceedings IEEE Conf. on Computer Vision and Pattern Recognition, 2001.
12. P. Viola and M. Jones. Fast multi-view face detection. Technical Report TR2003-96, Mitsubishi Electric Research Laboratories., 2003.