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Volumn , Issue , 2009, Pages 36-40

Design compact recognizers of handwritten Chinese characters using precision constrained Gaussian models, minimum classification error training and parameter compression

Author keywords

[No Author keywords available]

Indexed keywords

ASIAN LANGUAGES; CHARACTER MODELING; ESTIMATE MODEL; GAUSSIAN MODEL; HANDWRITING RECOGNITION; HANDWRITTEN CHINESE CHARACTER; MINIMUM CLASSIFICATION ERROR; MINIMUM CLASSIFICATION ERROR TRAINING; MODEL PARAMETERS; MODIFIED QUADRATIC DISCRIMINANT FUNCTIONS; RECOGNITION ACCURACY; SPLIT VECTOR QUANTIZATION; TRAINING DATA; TRAINING PROCEDURES;

EID: 71249143926     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.41     Document Type: Conference Paper
Times cited : (5)

References (19)
  • 1
    • 33947424805 scopus 로고    scopus 로고
    • A study on the use of 8-directional features for online handwritten Chinese character recognition
    • Z.-L. Bai and Q. Huo, "A study on the use of 8-directional features for online handwritten Chinese character recognition," in Proc. ICDAR-2005, pp.262-266.
    • Proc. ICDAR-2005 , pp. 262-266
    • Bai, Z.-L.1    Huo, Q.2
  • 2
    • 71249089020 scopus 로고    scopus 로고
    • An improved approach to extracting 8-directional features for online handwritten Chinese character recognition
    • unpublished manuscript
    • Z.-L. Bai and Q. Huo, "An improved approach to extracting 8-directional features for online handwritten Chinese character recognition," unpublished manuscript, 2005.
    • (2005)
    • Bai, Z.-L.1    Huo, Q.2
  • 4
    • 34047193542 scopus 로고    scopus 로고
    • A study of nonlinear shape normalization for online handwritten Chinese character recognition: Dot density vs. line density equalization
    • Z.-L. Bai and Q. Huo, "A study of nonlinear shape normalization for online handwritten Chinese character recognition: dot density vs. line density equalization," in Proc. ICPR-2006, pp.921-924.
    • Proc. ICPR-2006 , pp. 921-924
    • Bai, Z.-L.1    Huo, Q.2
  • 5
    • 0003578240 scopus 로고
    • An empirical study of learning speed in back-propragation networks,
    • Technical Report, CMU-CS-88-162, Carnegie Mellon University
    • S. E. Fahlman, "An empirical study of learning speed in back-propragation networks," Technical Report, CMU-CS-88-162, Carnegie Mellon University, 1988.
    • (1988)
    • Fahlman, S.E.1
  • 6
    • 33751566516 scopus 로고    scopus 로고
    • Y. Ge and Q. Huo, A comparative study of several modeling approaches for large vocabulary offline recognition of handwritten Chinese characters, in Proc. ICPR-2002, pp.III-85-88.
    • Y. Ge and Q. Huo, "A comparative study of several modeling approaches for large vocabulary offline recognition of handwritten Chinese characters," in Proc. ICPR-2002, pp.III-85-88.
  • 7
    • 12744264186 scopus 로고    scopus 로고
    • A study on the use of CDHMM for large vocabulary offline recognition of handwritten Chinese characters
    • Y. Ge and Q. Huo, "A study on the use of CDHMM for large vocabulary offline recognition of handwritten Chinese characters," in Proc. 8th IWFHR, 2002, pp.334-338.
    • (2002) Proc. 8th IWFHR , pp. 334-338
    • Ge, Y.1    Huo, Q.2
  • 9
    • 0034857996 scopus 로고    scopus 로고
    • Q. Huo, Y. Ge, and Z.-D. Feng, High performance Chinese OCR based on Gabor features, discriminative feature extraction and model training, in Proc. ICASSP-2001, pp.III-1517-1520.
    • Q. Huo, Y. Ge, and Z.-D. Feng, "High performance Chinese OCR based on Gabor features, discriminative feature extraction and model training," in Proc. ICASSP-2001, pp.III-1517-1520.
  • 10
    • 0031139839 scopus 로고    scopus 로고
    • Minimum classification error rate methods for speech recognition
    • B.-H. Juang, W. Chou and C.-H. Lee, "Minimum classification error rate methods for speech recognition," IEEE Trans. on Speech and Audio Processing, vol.5, no.3, pp.257-265, 1997.
    • (1997) IEEE Trans. on Speech and Audio Processing , vol.5 , Issue.3 , pp. 257-265
    • Juang, B.-H.1    Chou, W.2    Lee, C.-H.3
  • 11
    • 0023148717 scopus 로고
    • Modified quadratic discriminant functions and the application to Chinese character recognition
    • F. Kimura, K. Takashina, S. Tsuruoka, and Y. Miyake, "Modified quadratic discriminant functions and the application to Chinese character recognition," IEEE Trans. on PAMI, vol. 9, pp.149-153, 1987.
    • (1987) IEEE Trans. on PAMI , vol.9 , pp. 149-153
    • Kimura, F.1    Takashina, K.2    Tsuruoka, S.3    Miyake, Y.4
  • 13
    • 2442596064 scopus 로고    scopus 로고
    • Discriminative learning quadratic discriminant function for handwriting recognition
    • C.-L. Liu, H. Sako, and H. Fujisawa, "Discriminative learning quadratic discriminant function for handwriting recognition," IEEE Trans. on Neural Networks, vol. 15, no. 2, pp.430-444, 2004.
    • (2004) IEEE Trans. on Neural Networks , vol.15 , Issue.2 , pp. 430-444
    • Liu, C.-L.1    Sako, H.2    Fujisawa, H.3
  • 14
    • 44449172959 scopus 로고    scopus 로고
    • Building compact MQDF classifier for large character set recognition by subspace distribution sharing
    • T. Long and L.-W. Jin,"Building compact MQDF classifier for large character set recognition by subspace distribution sharing," Pattern Recognition, vol. 41, no. 9, pp.2916-2925, 2008.
    • (2008) Pattern Recognition , vol.41 , Issue.9 , pp. 2916-2925
    • Long, T.1    Jin, L.-W.2
  • 16
    • 18044369734 scopus 로고    scopus 로고
    • Collection of on-line handwritten Japanese character pattern databases and their analysis
    • M. Nakagawa and K. Matsumoto, "Collection of on-line handwritten Japanese character pattern databases and their analysis," International Journal on Document Analysis and Recognition, vol. 7, pp.69-81, 2004.
    • (2004) International Journal on Document Analysis and Recognition , vol.7 , pp. 69-81
    • Nakagawa, M.1    Matsumoto, K.2
  • 17
    • 77957943780 scopus 로고    scopus 로고
    • A study of semi-tied covariance modeling for online handwritten Chinese character recognition
    • Y.-Q. Wang and Q. Huo, "A study of semi-tied covariance modeling for online handwritten Chinese character recognition," in Proc. ICPR-2008.
    • Proc. ICPR-2008
    • Wang, Y.-Q.1    Huo, Q.2
  • 18
    • 68349116775 scopus 로고    scopus 로고
    • Modeling inverse covariance matrices by expansion of tied basis matrices for online handwritten Chinese character recognition
    • Y.-Q. Wang and Q. Huo, "Modeling inverse covariance matrices by expansion of tied basis matrices for online handwritten Chinese character recognition," in Proc. International Conference on Frontiers in Handwriting Recognition, 2008, pp.284-289.
    • (2008) Proc. International Conference on Frontiers in Handwriting Recognition , pp. 284-289
    • Wang, Y.-Q.1    Huo, Q.2
  • 19
    • 68349090235 scopus 로고    scopus 로고
    • Modeling inverse covariance matrices by expansion of tied basis matrices for online handwritten Chinese character recognition
    • in press
    • Y.-Q. Wang and Q. Huo, "Modeling inverse covariance matrices by expansion of tied basis matrices for online handwritten Chinese character recognition," Pattern Recognition, 2009, in press.
    • (2009) Pattern Recognition
    • Wang, Y.-Q.1    Huo, Q.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.