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Volumn 18, Issue 2, 2011, Pages 87-90

A novel low-complexity HMM similarity measure

Author keywords

Hidden Markov model (HMM) similarity measure; HMM comparison; semi Markov random walk

Indexed keywords

GOODNESS OF MATCHES; HMM COMPARISON; KULLBACK-LEIBLER DIVERGENCE; LOW-COMPLEXITY; MATRIX; MONTE CARLO SIMULATION; RANDOM WALK; SEMI-MARKOV; SIMILARITY MEASURE; SIMILARITY SCORES;

EID: 78650566867     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2010.2096417     Document Type: Article
Times cited : (33)

References (15)
  • 1
    • 0022018101 scopus 로고
    • A probabilistic distance measure for hidden Markov models
    • B.-H. Juang and L. R. Rabiner, "A probabilistic distance measure for hidden Markov models," AT&T Tech. J., vol. 64, no. 2, pp. 391-408, 1985.
    • (1985) AT&T Tech. J. , vol.64 , Issue.2 , pp. 391-408
    • Juang, B.-H.1    Rabiner, L.R.2
  • 2
    • 0037381325 scopus 로고    scopus 로고
    • Fast approximation of kullback-leibler distance for dependence trees and hidden Markov models
    • Apr.
    • M. Do, "Fast approximation of kullback-leibler distance for dependence trees and hidden Markov models," IEEE Signal Process. Lett., vol. 10, no. 4, pp. 115-118, Apr. 2003.
    • (2003) IEEE Signal Process. Lett. , vol.10 , Issue.4 , pp. 115-118
    • Do, M.1
  • 3
    • 0037001787 scopus 로고    scopus 로고
    • Rotation invariant texture characterization and retrieval using steerable wavelet-domain hidden Markov models
    • Dec.
    • M. Do and M. Vetterli, "Rotation invariant texture characterization and retrieval using steerable wavelet-domain hidden Markov models," IEEE Trans. Multimedia, vol. 4, no. 4, pp. 517-527, Dec. 2002.
    • (2002) IEEE Trans. Multimedia , vol.4 , Issue.4 , pp. 517-527
    • Do, M.1    Vetterli, M.2
  • 4
    • 28844432422 scopus 로고    scopus 로고
    • Fast schemes for computing similarities between Gaussian HMMs and their applications in texture image classification
    • L.Chen and H. Man, "Fast schemes for computing similarities between Gaussian HMMs and their applications in texture image classification," EURASIP J. Appl. Signal Process., vol. 2005, pp. 1984-1993, 2005.
    • (2005) EURASIP J. Appl. Signal Process. , vol.2005 , pp. 1984-1993
    • Chen, L.1    Man, H.2
  • 5
    • 84951784651 scopus 로고    scopus 로고
    • Measuring HMM similarity with the bayes probability of error and its application to online handwriting recognition
    • C. Bahlmann and H. Burkhardt, "Measuring HMM similarity with the bayes probability of error and its application to online handwriting recognition," in Proc. 6th ICDAR, 2001, pp. 406-411.
    • (2001) Proc. 6th ICDAR , pp. 406-411
    • Bahlmann, C.1    Burkhardt, H.2
  • 6
    • 16344373015 scopus 로고    scopus 로고
    • Protein homology detection by HMM-HMM comparison
    • J. Soding, "Protein homology detection by HMM-HMM comparison," Bioinformatics, vol. 21, no. 7, pp. 951-960, 2005.
    • (2005) Bioinformatics , vol.21 , Issue.7 , pp. 951-960
    • Soding, J.1
  • 7
    • 65449173640 scopus 로고    scopus 로고
    • Upper bound kullback-leibler divergence for transient hidden Markov models
    • Sep.
    • J. Silva and S. Narayanan, "Upper bound kullback-leibler divergence for transient hidden Markov models," IEEE Trans. Signal Process., vol. 56, no. 9, pp. 4176-4188, Sep. 2008.
    • (2008) IEEE Trans. Signal Process. , vol.56 , Issue.9 , pp. 4176-4188
    • Silva, J.1    Narayanan, S.2
  • 10
    • 71749099783 scopus 로고    scopus 로고
    • A new distance measure for hidden Markov models
    • J. Zeng, J. Duan, and C. Wu, "A new distance measure for hidden Markov models," Exp. Syst. Applicat., vol. 37, no. 2, pp. 1550-1555, 2010.
    • (2010) Exp. Syst. Applicat. , vol.37 , Issue.2 , pp. 1550-1555
    • Zeng, J.1    Duan, J.2    Wu, C.3
  • 13
    • 0024925404 scopus 로고
    • Distance measures for signal processing and pattern recognition
    • M. Basseville, "Distance measures for signal processing and pattern recognition," Signal Process., vol. 18, no. 4, pp. 349-369, 1989.
    • (1989) Signal Process. , vol.18 , Issue.4 , pp. 349-369
    • Basseville, M.1
  • 15
    • 70349622761 scopus 로고    scopus 로고
    • Comparing measures of sparsity
    • Oct.
    • N. Hurley and S. Rickard, "Comparing measures of sparsity," IEE Trans. Inf. Theory, vol. 55, no. 10, pp. 4723-4741, Oct. 2009.
    • (2009) IEE Trans. Inf. Theory , vol.55 , Issue.10 , pp. 4723-4741
    • Hurley, N.1    Rickard, S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.