Influence of initialisation and stop criteria on HMM based recognisers

Electronics Letters

Volumn 36, Issue 13, 2000, Pages 1165-1166

  Ferrer, M A ^a   Alonso, I G ^a   Travieso, C M ^a  

^a UNIVERSITY OF LAS PALMAS DE GRAN CANARIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

CHARACTER RECOGNITION; DATABASE SYSTEMS; ELECTRONIC DOCUMENT IDENTIFICATION SYSTEMS; ITERATIVE METHODS; LEARNING ALGORITHMS; MARKOV PROCESSES; MATHEMATICAL MODELS; MATRIX ALGEBRA; MAXIMUM LIKELIHOOD ESTIMATION; SPEECH RECOGNITION;

EQUAL OCCUPANCY INITIALISATION METHOD; FIXED THRESHOLD CRITERION; HIDDEN MARKOV MODEL; VITERBI ALGORITHM;

PATTERN RECOGNITION;

EID: 0033703849     PISSN: 00135194     EISSN: None     Source Type: Journal    
DOI: 10.1049/el:20000826     Document Type: Article

References (7)

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3. KUNG, S.Y.: 'Digital neural networks' (Prentice-Hall, 1993), 1st edn.
4. REED, R.: 'Pruning algorithms - A survey'. IEEE Trans., 1993, NN-4, (5), pp. 740-747
5. HOLMSTRÖM. L., KROISTINEN, P., LAAKSONEN, J., and OJA, E.: 'Neural and statistical classifiers - Taxonomy and two cases study', IEEE Trans., 1997, NN-8, (1), pp. 5-17
6. TRAVIESO, C.M., MORALES, C.R., ALONSO, I.G., and FERRER, M.A.: 'Hand written digit parameterisation for HMM based recognition'. VII Int. Conf. Image Processing and its Applications, Manchester, UK, 1999
7. CAMINO, J.L., TRAVIESO, C.M., MORALES, C.R., and FERRER, M.A.: 'Signature classification by hidden Markov models'. 33rd Annual IEEE Int. Carnahan Conf. Security Technology, Madrid, Spain, Oct. 1999, pp. 481-484