A boosted classifier tree for hand shape detection

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

Volumn , Issue , 2004, Pages 889-894

  Ong, Eng Jon ^a   Bowden, Richard ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BAYESIAN NETWORKS; HAND DETECTORS; HAND SHAPE DETECTION; TWO-DIMENSIONAL PROJECTIONS;

ALGORITHMS; CLASSIFICATION (OF INFORMATION); COLOR IMAGE PROCESSING; IMAGE ANALYSIS; LEARNING SYSTEMS; OBJECT RECOGNITION; PERSONNEL TRAINING; PROBLEM SOLVING; TREES (MATHEMATICS);

GESTURE RECOGNITION;

EID: 4544234180     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (13)

1. S. Belongie, J. Malik, and J. Puzicha. Shape context: A new descriptor for shape matching and object recognition. In NIPS, pages 831-837, 2000.
2. J. Friedman, T. Hastie, and R. Tibshirani. Additive logistic regression: A statistical view of boosting. The Annals of Statistics, 28(2):337-374, 2000.
3. Y. Fruend and R. Schapire. A decision-theoretic generalization of on-line learning and an application to boosting. Journal of Computer and System Sciences, 55(1): 119-139, 1997.
4. R. Lockton and A. Fitzgibbon. Real-time gesture recognition using deterministic boosting. In Proc. of British Machine Vision Conference, 2002.
5. R. Schapire. The boosting approach to machine learning: An overview. In Proc. of MSRI Workshop on Nonlinear Estimation and Classification, 2002.
6. R. Schapire and Y. Singer. Improved boosting algorithms using confidence-rated predictions. In Proc. of the 11th Annual Conference on Computational Learning Theory, pages 80-91, 1998.
7. J. Sherrah and S. Gong. Continuous global evidence-based bayesian modality fusion for simultaneous tracking of multiple objects. In Proc. IEEE International Conference on Computer Vision, 2001.
8. T. Starner and A. Pentland. Real-time american sign language recognition from video using hidden markov models. In Proc. of SCV95, 1995.
9. P. Viola and M. Jones. Robust real-time object detection. In Proc. of IEEE Workshop on Statistical and Computational Theories of Vision, 2001.
10. P. Viola, M. Jones, and D. Snow. Detecting pedestrians using patterns of motion and appearance. In Proc. of IEEE International Conference on Computer Vision, pages 734-741, 2003.
11. C. Wren, A. Azarbayejani, T. Darrell, and A. Pentland. Pfinder: Real-time tracking of the human body. IEEE Transactions on Pattern Analysis and Machine Intelligence, 19(7):780-785, 1997.
12. S. M. Y. Raja and S. Gong. Tracking and segmenting people in varying lighting conditions using colour. In Proc. IEEE International Conference on Automatic Face and Gesture Recognition, 1998.
13. Z. Zhang, M. Li, S. Li, and H. Zhang. Multi-view face detection with floatboost. Proc. of the Sixth IEEE Workshop on Applications of Computer Vision, 2002.