Evaluation of combination methods

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

Volumn , Issue , 1999, Pages 394-397

  Impedovo, S ^a   Salzo, A ^a  

^a UNIVERSITY OF BARI   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

COMBINATION METHOD; DEMPSTER-SHAFER; MAJORITY VOTE; NEW APPROACHES;

EID: 33645240947     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.1999.791807     Document Type: Conference Paper

References (14)

1. S. Mori, C. Y. Suen, K. Yamamoto, "Historical review of OCR research and development", Proc. IEEE, Vol. 80, No. 7, 1992, pp. 1029-1057.
2. G. Dimauro, S. Impedovo, G. Pirlo, A. Salzo, "Bankcheck recognition systems: re-engineering the design process". In Progress in Handwriting Recognition, A. C. Downton and S. Impedovo (eds.), World Scientific Publ., Singapore, 1997, pp. 419-425.
3. D. S. Lee, S. N. Srihari, "Handprinted Digit Recognition: A comparison of algorithms", Proc. of IWFHR-3, Buffalo, NY, 1993, pp. 153-163.
4. T. Matsui, I. Yamashita, T. Wakahara, "Results of the First IPTP Character Recognition Competition and Studies on Multi-Expert Hand-written for Numeral Recognition", IEICE Trans. Inf. & Syst, vol. R77-D, No. 7, 1994, pp. 801-809.
5. T. Matsui, I. Yamashita, T. Wakahara, "Results of Second IPTP Character Recognition Competition and Studies on Multi-Expert Handwritten Numeral Recognition", Proc. of IWFHR-4, 1994, pp. 338-346.
6. J. Kim, K. Seo, K. Chung, "A Systematic Approach to Classifier Selection on Combining Multiple Classifiers for Hand-written Digit Recognition", Proc. ICDAR'97, Ulm, Germany, 1997, pp. 459-462.
7. L. Lam, C. Y. Suen, "Increasing Experts for Majority Vote in OCR: Theoretical Considerations and Strategies", Proc. of IWFHR-4, Taipei, Taiwan, 1994, pp. 245-254.
8. G. Dimauro, S. Impedovo, G. Pirlo, A. Salzo, "Multiple Experts: a new methodology for the evaluation of the combination proceses", Progress in Handwriting Recognition, edited by A. C. Downton and S. Impedovo, World Scientific Publishing Co. Pte. Ltd., Singapore, pp. 329-335.
9. C. Y. Suen, C. Nadal, T. A. Mai, R. Legault, and L. Lam, "Recognition of totally unconstrained handwritten numerals based on the concept of multiple experts", Proc. of IWFHR-1, Montreal, Canada, 1990, pp. 131-143.
10. C. Nadal, R. Legault, and C. Y. Suen, "Complementary algorithms for the recognition of totally unconstrained handwritten numerals", in Proc. 10th Int. Conf. Pattern Recog., Vol. A, June 1990, pp. 434-449.
11. T. Kawatani, H. Shimizu, "Complementary Classifier Design Using Difference Principal Components", Proc. ICDAR'97, Ulm, Germany, 1997, pp. 875-880.
12. C. Y. Suen, C. Nadal, R. Legault, T. A. Mai, L. Lam, "Computer Recognition of unconstrained hand-written Numerals", Proc. IEEE, Vol. 80, N. 7, 1992, pp. 1162-1180.
13. Ley Xu, Adam Krzyzak, Ching Y. Suen, "Methods of Combining Multiple Classifiers and Their Applications to Handwriting Recognition", IEEE Transaction on Systems, Man and Cybernetics, Vol. 22, N. 3, 1992, pp. 418-435.
14. E. Kreyszig, "Introductory Mathematical Statistics-Principle and Methods", John Wiley & Sons Publ., New York, 1970, pp. 262-284.