Handwritten Chinese similar characters recognition based on AdaBoost

Proceedings of the 26th Chinese Control Conference, CCC 2007

Volumn , Issue , 2007, Pages 576-579

  Zhang, Bin ^b   Jin, Lianwen ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

^b NONE

Author keywords

AdaBoost; AdaBoost.MH; Hand written Chinese characters recognition; Similar characters; Weak learners

Indexed keywords

LEARNING SYSTEMS; STATISTICAL METHODS;

ADABOOST; SIMILAR CHARACTERS; WEAK LEARNERS;

CHARACTER RECOGNITION;

EID: 37749022539     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CHICC.2006.4347361     Document Type: Conference Paper

References (12)

1. Freund Yoav, Schapire Robert E. A decision-theoretic generalization of on-line learningand an application to boosting. Journal of Computer and System Sciences, August 1997, 55(1):119-139.
2. Schapire Robert E, Freund Yoav, Bartlett Peter, Lee Wee Sun. Boosting the margin:A new explanation for the effectiveness of voting methods. The Annals of Statistics, October 1998, 26(5): 1651-1686.
3. Liu Hailong, Ding Xiaoqing, Fang Chi. AdaBoost-based handwritten/printed discrimination on a single character.SPIE proceedings series, SPIE: 39-46.
4. Chen Li, Ding Xiaoqing. A Universal Method for Single Character Type Recognition // icpr, 17th International Conference on Pattern Recognition (ICPR'04), 1: 413-416.
5. Schapire R E, Singer Y. Improved boosting algorithms using confidence-rated predictions. Machine Learning, 1999, 37(3): 297-336.
6. Paul A, Viola, Michael J Jones. Robust real-time object detection // International Conference on Computer Vision, 2001: 747.
7. th ICDAR, 2005, 1: 19-23.
8. Chinese source
9. Chinese source
10. Valiant L G. A Theory of the Learnable, Communications of the ACM, 1984/11, 27(11): 1134-1142.
11. Boosting a weak learning algorithm by majority. Information and Computation, 1995, 121(2):256-285.
12. Schapire R. Theoretical views of boosting // Proceedings of the Tenth International Conference on Algorithmic Learning Theory, 1999: 12-24.