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Volumn , Issue , 2009, Pages 976-980

Maximum margin training of Gaussian HMMS for handwritring recognition

Author keywords

Large margin HMMs; Off line handwriting recognition; On line handwriting recognition

Indexed keywords

GAUSSIANS; HANDWRITING RECOGNITION; MAXIMUM MARGIN; NONCONVEX OPTIMIZATION; OFFLINE HANDWRITING RECOGNITION; OPEN PROBLEMS; OPTIMIZATION ALGORITHMS; STANDARD SETTING; TRAINING SETS;

EID: 71249156083     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.221     Document Type: Conference Paper
Times cited : (8)

References (17)
  • 1
    • 71249093707 scopus 로고    scopus 로고
    • K. K. C. Methods of Descent for Nondifferentiable Optimization. Springer-Verlag, 1985.
    • K. K. C. Methods of Descent for Nondifferentiable Optimization. Springer-Verlag, 1985.
  • 2
    • 80053057950 scopus 로고    scopus 로고
    • Conditional random fields for online handwriting recognition
    • T.-M.-T. Do and T. Artieres. Conditional random fields for online handwriting recognition. In IWFHR, 2006.
    • (2006) IWFHR
    • Do, T.-M.-T.1    Artieres, T.2
  • 4
    • 34547546295 scopus 로고    scopus 로고
    • H. Jiang and X. Li. Incorporating training errors for large margin hmms under semi-definite programming framework. ICASSP, 4:IV-629-IV-632, April 2007.
    • H. Jiang and X. Li. Incorporating training errors for large margin hmms under semi-definite programming framework. ICASSP, 4:IV-629-IV-632, April 2007.
  • 6
    • 0026982122 scopus 로고
    • Discriminative learning for minimum error classification
    • B. Juang and S. Katagiri. Discriminative learning for minimum error classification. In IEEE Trans. Signal Processing, Vol.40, No.12, 1992.
    • (1992) IEEE Trans. Signal Processing , vol.40 , Issue.12
    • Juang, B.1    Katagiri, S.2
  • 7
    • 71249085431 scopus 로고    scopus 로고
    • U.-V. Marti and H. Bunke. Using a statistical language model to improve the performance of an hmm-based cursive handwriting recognition systems. Int. JOurnal of Pattern Recognition and Art. Intelligence.
    • U.-V. Marti and H. Bunke. Using a statistical language model to improve the performance of an hmm-based cursive handwriting recognition systems. Int. JOurnal of Pattern Recognition and Art. Intelligence.
  • 8
    • 0036461035 scopus 로고    scopus 로고
    • W. P.C. and P. D. Large scale discriminative training of hidden markov models for speech recognition. Computer Speech and Language, January 2002.
    • W. P.C. and P. D. Large scale discriminative training of hidden markov models for speech recognition. Computer Speech and Language, January 2002.
  • 11
    • 84864038630 scopus 로고    scopus 로고
    • Large margin hidden markov models for automatic speech recognition
    • MIT Press
    • F. Sha and L. K. Saul. Large margin hidden markov models for automatic speech recognition. In NIPS. MIT Press, 2007.
    • (2007) NIPS
    • Sha, F.1    Saul, L.K.2
  • 12
    • 51449090596 scopus 로고    scopus 로고
    • A convex opt. method for joint mean and variance parameter estimation of large-margin cdhmm
    • L. D. T. Chang, Z-Q Luo and C.-Y. Chi. A convex opt. method for joint mean and variance parameter estimation of large-margin cdhmm. In ICASSP, 2008.
    • (2008) ICASSP
    • Chang, L.D.T.1    Luo, Z.-Q.2    Chi, C.-Y.3
  • 13
    • 56449094547 scopus 로고    scopus 로고
    • A scalable modular convex solver for regularized risk minimization
    • C. H. Teo, Q. V. Le, A. Smola, and S. V. Vishwanathan. A scalable modular convex solver for regularized risk minimization. In KDD '07, 2007.
    • (2007) KDD '07
    • Teo, C.H.1    Le, Q.V.2    Smola, A.3    Vishwanathan, S.V.4
  • 14
    • 14344250451 scopus 로고    scopus 로고
    • Support vector machine learning for interdependent and structured output spaces
    • I. Tsochantaridis, T. Hofmann, T. Joachims, and Y. Altun. Support vector machine learning for interdependent and structured output spaces. In ICML '04, 2004.
    • (2004) ICML '04
    • Tsochantaridis, I.1    Hofmann, T.2    Joachims, T.3    Altun, Y.4
  • 15
    • 79951686669 scopus 로고    scopus 로고
    • A full english sentence database for off-line handwriting recognition
    • H. B. U. Marti. A full english sentence database for off-line handwriting recognition. In ICDAR, 1999.
    • (1999) ICDAR
    • Marti, H.B.U.1
  • 16
    • 47749150672 scopus 로고    scopus 로고
    • Large-margin discriminative training of hidden markov models for speech recognition
    • D. Yu and L. Deng. Large-margin discriminative training of hidden markov models for speech recognition. In ICSC, 2007.
    • (2007) ICSC
    • Yu, D.1    Deng, L.2
  • 17
    • 51149111406 scopus 로고    scopus 로고
    • Minimum error discriminative training for radical-based online chinese handwriting recognition
    • Y. Zhang, P. Liu, and F. Soong. Minimum error discriminative training for radical-based online chinese handwriting recognition. In ICDAR, 2007.
    • (2007) ICDAR
    • Zhang, Y.1    Liu, P.2    Soong, F.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.