A method of combining multiple classifiers - A neural network approach

Proceedings - International Conference on Pattern Recognition

Volumn 2, Issue , 1994, Pages 473-475

  Huang, Y S ^a   Suen, C Y ^a  

^a Gina Cody School of Engineering and Computer Science   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; CLASSIFICATION (OF INFORMATION); METADATA;

CLASSIFICATION DECISION; COMBINATION OF MULTIPLE CLASSIFIERS; DATA CLASSIFICATION; DATA TRANSFORMATION; HANDWRITTEN NUMERAL; MULTIPLE CLASSIFIERS; OUTPUT VALUES; WRITING STYLE;

NEURAL NETWORKS;

EID: 85115215265     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. E. Mandier and J. Schürmann. "Combining The Classification Results of Independent Classifiers Based on the Dempster-Shafer Theory of Evidence," in Pattern Recognition and Artificial Intelligence, Gelsema and Kanal, Eds. Amsterdam: Elsevier Science, North-Holland, pp. 381-393, 1988.
2. J.J. Hull, A. Commike, and T.K. Ho. "Multiple Algorithms for Handwritten Character Recognition," Proc. International Workshop on Frontiers in Handwritten Recognition, pp. 117-129, 1990, Montréal, Canada.
3. L. Xu, A. Krzyzak, and C.Y. Suen. "Method of Combining Multiple Classifiers and Their Application to Handwritten Numeral Recognition," IEEE Trans. on Systems, Man and Cybernetics, vol. SMC-22, No. 3, pp. 418-435, 1992.
4. C.Y. Suen, C. Nadal, R. Legault, T.A. Mai, and L. Lam. "Computer Recognition of Unconstrained Handwritten Numerals," Proc. IEEE, Vol. 80, No. 7, pp. 1162-1180,1992.
5. T.K. Ho. A Theory of Multiple Classifier Systems and Its Application to Visual Word Recognition, Doctoral Dissertation, Department of Computer Science, State University of New York at Buffalo, 1992.
6. Y.S. Huang and C.Y. Suen. "The Behavior-Knowledge Space Method for the Combination of Multiple Classifiers," Proc. IEEE Conference on Computer Vision and Pattern Recognition, pp. 347-352, New York, 1993.
7. F.F. Soulie, E. Vinnet, and B. Lamy. "Multi-Modular Neural Network Architectures: Applications in Optical Character and Human Face Recognition," Int. Journal of Pattern Recognition and Artificial Intelligence, Vol. 5, No. 4, pp. 721-755, 1993.