A study of a new misclassification measure for minimum classification error training of prototype-based pattern classifiers

Proceedings - International Conference on Pattern Recognition

Volumn , Issue , 2008, Pages

  He, Tingting ^a   Huo, Qiang ^b  

^a UNIVERSITY OF HONG KONG   (Hong Kong)

^b MICROSOFT RESEARCH ASIA   (China)

Author keywords

[No Author keywords available]

Indexed keywords

ERRORS;

CHARACTER RECOGNITION ERRORS; COMPARATIVE EXPERIMENTS; KANJI CHARACTERS; MINIMUM CLASSIFICATION ERROR; MINIMUM CLASSIFICATION ERROR TRAINING; MISCLASSIFICATIONS; PATTERN CLASSIFIER;

CHARACTER RECOGNITION;

EID: 77957954631     PISSN: 10514651     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/icpr.2008.4761909     Document Type: Conference Paper

References (13)

1. S. Amari, "A theory of adaptive pattern classifiers," IEEE Trans. on Electronic Computers, vol. EC-I6, no. 3, pp.299-307, 1967.
2. Z.-L. Bai and Q. Huo, "A study on the use of 8-directional features for online handwritten Chinese character recognition," Proc. ICDAR-2005, pp.262-266.
3. Z.-L. Bai and Q. Huo, "An improved approach to extracting 8-directional features for online handwritten Chinese character recognition," unpublished manuscript, 2005.
4. See also, Z.-L. Bai, A Study on a Goal Oriented Detection and Verification Based Approach/or Image and Ink Document Analysis, Ph.D. Thesis, The University of Hong Kong, 2006, Chapter 6.
5. T. He, Y. Hu and Q. Huo, "An approach to large margin design of prototype-based pattern classifiers," Proc. ICASSP-2007, pp.II-625-628.
6. Q. Huo, Y. Ge and Z.-D. Feng, "High performance Chinese OCR based on Gabor features, discriminative feature extraction and model training," Proc. ICASSP-2001, pp.III-1517-1520.
7. B.-H. Juang and S. Katagiri, "Discriminative learning for minimum error classification," IEEE Trans. on Signal Processing, vol. 40, no. 12, pp.3043-3054, 1992.
8. Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Trans. on Communication, vol. COM-28, pp.84-95, 1980.
9. C.-L. Liu and M. Nakagawa, "Evaluation of prototype learning algorithms for nearest-neighbor classifier in application to handwritten character recognition," Pattern Recognition, vol. 34, no. 3, pp.601-615, 2001.
10. E. McDermott, T. Hazen, J. Le Roux, A. Nakamura and S. Katagiri, "Discriminative training for large vocabulary speech recognition using minimum classification error," IEEE Trans. on Speech and Audio Processing, vol. 15, no.1, pp.203-223, 2007.
11. M. Nakagawa and K. Matsumoto, "Collection of online handwritten Japanese character pattern databases and their analysis," International Journal on Document Analysis and Recognition, vol. 7, pp.69-81, 2004.
12. A. Sato and K. Yamada, "Generalized learning vector quantization," Proc. NIPS-1996, pp. 423-429.
13. A. Sato and K. Yamada, "A formulation of learning vector quantization using a new misclassification measure," Proc. ICPR-1998, pp.322-325.