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Volumn 2005, Issue , 2005, Pages 322-326

Fusion of combination rules of an ensemble of MLP classifiers for improved recognition accuracy of handprinted Bangla numerals

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; CLASSIFICATION (OF INFORMATION); LINEAR REGRESSION; NUMERICAL METHODS; PATTERN RECOGNITION SYSTEMS; WAVELET TRANSFORMS;

EID: 33947410368     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2005.118     Document Type: Conference Paper
Times cited : (9)

References (13)
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    • On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey
    • Plamondon, R., Srihari, S. N.: On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey. IEEE Trans. Patt. Anal, and Mach. Intell. 22(2000) 63-84.
    • (2000) IEEE Trans. Patt. Anal, and Mach. Intell , vol.22 , pp. 63-84
    • Plamondon, R.1    Srihari, S.N.2
  • 3
    • 0025482241 scopus 로고
    • The wavelet transform, time-frequency localization and signal analysis
    • Daubechies, I.: The wavelet transform, time-frequency localization and signal analysis. IEEE Trans. on Information Theory. 36(1990) 961-1005.
    • (1990) IEEE Trans. on Information Theory , vol.36 , pp. 961-1005
    • Daubechies, I.1
  • 4
    • 0029359259 scopus 로고
    • Wavelet Descriptors for Multiresolution Recognition of Handprinted Characters
    • Wunsch, P., Laine, A. F.: Wavelet Descriptors for Multiresolution Recognition of Handprinted Characters. Pattern Recognition. 28(1995), 1237-1249.
    • (1995) Pattern Recognition , vol.28 , pp. 1237-1249
    • Wunsch, P.1    Laine, A.F.2
  • 5
    • 18044395509 scopus 로고    scopus 로고
    • On the Choice of Training Set, Architecture and Combination Rule of Multiple MLP Classifiers for Multiresolution Recognition of Handwritten Characters
    • Eds. F. Kimura and H. Fujisawa, Tokyo, October 26-29
    • U. Bhattacharya, S. Vajda, A. Mallick, B. B. Chaudhuri and A. Belad: On the Choice of Training Set, Architecture and Combination Rule of Multiple MLP Classifiers for Multiresolution Recognition of Handwritten Characters. Proceedings of 9th Int. Workshop on Frontiers in Handwriting Recognition, (Eds. F. Kimura and H. Fujisawa), Tokyo, October 26-29, 2004, pp. 19-424.
    • (2004) Proceedings of 9th Int. Workshop on Frontiers in Handwriting Recognition , pp. 19-424
    • Bhattacharya, U.1    Vajda, S.2    Mallick, A.3    Chaudhuri, B.B.4    Belad, A.5
  • 6
    • 0024700097 scopus 로고
    • A Theory for Multiresolution Signal Decomposition: The Wavelet Representation
    • S. G. Mallat. "A Theory for Multiresolution Signal Decomposition: The Wavelet Representation", IEEE Trans. on Pattern Anal. and Machine Int., vol. 11(7), 1989, pp 674-693.
    • (1989) IEEE Trans. on Pattern Anal. and Machine Int , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.G.1
  • 8
    • 0000667212 scopus 로고
    • Computer Recognition of Unconstrained Handwritten Numerals
    • C. Y. Suen, C. Nadal, T. A. Mai, R. Regault and L. Lam, "Computer Recognition of Unconstrained Handwritten Numerals", Proc. IEEE, vol. 80, 1992, pp. 1162-1180.
    • (1992) Proc. IEEE , vol.80 , pp. 1162-1180
    • Suen, C.Y.1    Nadal, C.2    Mai, T.A.3    Regault, R.4    Lam, L.5
  • 10
    • 0033713738 scopus 로고    scopus 로고
    • Combining multiple classifiers by averaging or by multiplying?
    • Tax, D. M. J., Breukelen, M. V., Duin, R. P. W., Kittler, J.: Combining multiple classifiers by averaging or by multiplying?. Pattern Recognition. 33 (2000), 1475-1485.
    • (2000) Pattern Recognition , vol.33 , pp. 1475-1485
    • Tax, D.M.J.1    Breukelen, M.V.2    Duin, R.P.W.3    Kittler, J.4
  • 11
    • 0026367884 scopus 로고
    • Handwritten Numeral Recognition Based on Multiple Algorithms
    • F. Kimura and M. Sridhar, "Handwritten Numeral Recognition Based on Multiple Algorithms", Pattern Recognition, vol. 24, 1991.
    • (1991) Pattern Recognition , vol.24
    • Kimura, F.1    Sridhar, M.2
  • 12
    • 0014847623 scopus 로고
    • Moment normalization of handprinted characters
    • Casey, R. G.: Moment normalization of handprinted characters. IBM J. Res. Develop., 14(1970) 548-557.
    • (1970) IBM J. Res. Develop , vol.14 , pp. 548-557
    • Casey, R.G.1
  • 13
    • 0018306059 scopus 로고
    • A Threshold Selection Method from Grey-Level Histograms
    • N. Otsu, A Threshold Selection Method from Grey-Level Histograms, IEEE Trans. Systems, Man, and Cybernetics, vol. 9, 1979, pp. 377-393.
    • (1979) IEEE Trans. Systems, Man, and Cybernetics , vol.9 , pp. 377-393
    • Otsu, N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.