Embedded Bernoulli mixture HMMs for handwritten word recognition

Proceedings of the International Conference on Document Analysis and Recognition, ICDAR

Volumn , Issue , 2009, Pages 896-900

  Giménez, Adrià ^a   Juan, Alfons ^a  

^a UNIVERSITAT POLITÈCNICA DE VALÈNCIA   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

BERNOULLI; CONDITIONAL PROBABILITY DENSITY; EMISSION PROBABILITIES; EMPIRICAL RESULTS; GAUSSIAN MIXTURES; HANDWRITTEN WORD RECOGNITION; OFF-LINE HANDWRITTEN; RECOGNITION MODELS;

ARRAY PROCESSING; BINARY MIXTURES; CHARACTER RECOGNITION; FEATURE EXTRACTION; HIDDEN MARKOV MODELS; MILITARY PHOTOGRAPHY; PROBABILITY; PROBABILITY DENSITY FUNCTION; VOCABULARY CONTROL;

SPEECH RECOGNITION;

EID: 71249144813     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.2009.66     Document Type: Conference Paper

References (8)

1. A. Giménez and A. Juan. Bernoulli HMMs at Subword Level for Handwritten Word Recognition. In Proc. of the 4th Iberian Conference on Pattern Recognition and Image Analysis, Póvoa de Varzim (Portugal), June 2009. (submitted).
2. A. Giménez-Pastor and A. Juan-Císcar. Bernoulli HMMs for Off-line Handwriting Recognition. In Proc. of the 8th Int. Workshop on Pattern Recognition in Information Systems (PRIS 2008), pages 86-91, Barcelona (Spain), June 2008.
3. S. Günter and H. Bunke. HMM-based handwritten word recognition: on the optimization of the number of states, training iterations and Gaussian components. Pattern Recognition, 37:2069-2079, 2004.
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5. U. Marti and H. Bunke. The IAM-database: an English sentence database for offline handwriting recognition. 5(1):39-46, 2002.
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7. V. Romero, A. Giménez, and A. Juan. Explicit Modelling of Invariances in Bernoulli Mixtures for Binary Images. In 3rd Iberian Conference on Pattern Recognition and Image Analysis, volume 4477 of LNCS, pages 539-546. Springer-Verlag, Girona (Spain), June 2007.
8. S. Young et al. The HTK Book. Cambridge University Engineering Department, 1995.