Writer adaptive online handwriting recognition using incremental linear discriminant analysis

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn , Issue , 2009, Pages 91-95

  Zhibin, Huang ^a   Kai, Ding ^a   Lianwen, Jin ^a   Xue, Gao ^a  

^a SOUTH CHINA UNIVERSITY OF TECHNOLOGY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ACCURACY LOSS; DATA SETS; ERROR RATE; FEATURE SPACE; HANDWRITING RECOGNITION; INCREMENTAL LEARNING; INCREMENTAL LINEAR DISCRIMINANT ANALYSIS; INCREMENTAL TRAINING; LINEAR DISCRIMINANT ANALYSIS; ONLINE HANDWRITING RECOGNITION; RECOGNITION ACCURACY; RECOGNITION SYSTEMS; TRANSFORMATION MATRICES; WRITING STYLE;

DISCRIMINANT ANALYSIS; FACE RECOGNITION; IMAGE RETRIEVAL;

CHARACTER RECOGNITION;

EID: 71249124005     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.28     Document Type: Conference Paper

References (12)

1. Connel, S.D. and Jain, A.K., "Writer Adaptation of Online Handwriting Models", ICDAR99, 1999, pp.434-437.
2. Cole, R.A. and Mariani, J. etc. Survey of the State of the Art in Human Language Technology, Cambridge University Press Cambridge, UK, 1997.
3. Vuori, V. and Teknillinen Korkeakoulu, Adaptive methods for on-line recognition of isolated handwritten characters, Helsinki University of Technology, Helsinki, 2002
4. Connel, SD and Jain, A.K., "Writer Adaptation of Online Handwriting Models", IEEE Transaction on PAMI, Vol. 24, No. 3, 2002, pp. 329-346.
5. Fu, H.C. and Chang, H.Y. etc., "User Adaptive Handwriting Recognition by Self-Growing Probabilistic Decision-Based Neural Networks", IEEE Transaction on Neural Networks, Vol. 11, No. 6, 2000, pp. 1373-1384
6. Duda, R.O. and Hart, P.E. and Stork, D.G. Pattern Classification. Wiley New York, New York, 2001.
7. Jing, X.Y. and Zhang, D. and Tang, Y.Y., "An Improved LDA Approach", IEEE Transactions on SMC, Vol. 34, No. 5, 2004, pp. 1942-1951
8. Zhang, P. and Peng, J. and Riedel, N., "Discriminant Analysis: A Least Squares Approximation View", CVPR2005, 2005, pp. 46-53
9. Pang, S. and Ozawa, S. and Kasabov, N., "Incremental linear discriminant analysis for classification of data streams", IEEE Transactions on SMC, Vol. 35, No. 5, 2005, pp. 905-914
10. Kim, T.K. and Wong, S.F. et al., "Incremental Linear Discriminant Analysis Using Sufficient Spanning Set Approximations", CVPR2007, 2007, pp. 1-7
11. Zhen-Long, BAI and Qiang, HUO, "A Study On the Use of 8-Directional Features For Online Handwritten Chinese Character Recognition", ICDAR2005, 2005, pp. 232-236
12. Yunyang Li, Lianwen Jin, Xinghua Zhu, Teng Long, "SCUT-COUCH2008: A Comprehensive Online Unconstrained Chinese Handwriting Dataset", ICFHR2008, 2008, pp. 165-170.