Online handwriting recognition using support vector machine

IEEE Region 10 Annual International Conference, Proceedings/TENCON

Volumn A, Issue , 2004, Pages

  Ahmad, Abdul Rahim ^a   Khalid, Marzuki ^b   Viard Gaudin, Christian ^c   Poisson, Emilie ^c  

^a Universiti Tenaga Nasional   (Malaysia)

^b MALAYSIA JAPAN INTERNATIONAL INSTITUTE OF TECHNOLOGY   (Malaysia)

^c UNIVERSITÉ DE NANTES   (France)

Author keywords

[No Author keywords available]

Indexed keywords

DATABASE SYSTEMS; MARKOV PROCESSES; NEURAL NETWORKS; SPEECH RECOGNITION; WORD PROCESSING;

HIDDEN MARKOV MODELS (HMM); HYBRID SYSTEMS; SUPPORT VECTOR MACHINES (SVM);

ONLINE SYSTEMS;

EID: 27944459317     PISSN: 21593442     EISSN: 21593450     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. st Annual Conference on Technological Advancements in Developing Countries, Columbia University, New York, July 24-25, 1993, pp. 30-46.
2. Bengio, Y. and LeCun, Y., "Word Normalization for On-Line Handwritten Word Recognition," in Proc. 12 th Int'l. Conf. Pattern Recognition, vol. 2, pp.409-413, Jerusalem, Oct. 1994.
3. Bengio, Y., LeCun, Y., LeRec: "An ANM/HMM Hybrid for On-line Handwriting Recognition", Neural Computing, vol 7, no. 5, 1995.
4. A. Ganapathiraju., "Support Vector Machines for Speech Recognition," PhD Thesis, Mississippi State University, January 2002.
5. C.J. Burges. "Simplified support vector decision rules". In L. Saitta, editor, Proceed- ings, 13th Intl. Conf. on Machine Learning, pages 71-77, San Mateo, CA, 1996. Morgan Kaufmann.
6. T. Downs, K.E. Gates, A. Masters., "Exact Simplification of Support Vector Solution", In Journal of Machine Learning Research 2 (2001) 293-297.
7. S. S. Keerthi and C.-J. Lin, "Asymptotic Behaviors of Support Vector Machines with Gaussian Kernel" , Neural Computation., July 1,2003; 15(7): 1667-1689.
8. C. Bahlmann, B. Haasdonk, H. Burkhardt., "Online Handwriting Recognition with Support Vector Machine - A Kernel Approach", In proceeding of the 8th Int. Workshop in Handwriting Recognition (IWHFR), pp 49-54, 2002.
9. E. Poisson, C. Viard-Gaudin, P.M Lallican, "Multi-modular architecture based on convolutional neural networks for online handwritten character recognition", ICONIP2002, 2002.