Recognition of handwritten words using stochastic models

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

Volumn 1, Issue , 1995, Pages 19-23

  Olivier, C ^a   Paquet, T ^a   Avila, M ^a   Lecourtier, Y ^a  

^a UNIVERSITÉ DE ROUEN   (France)

Author keywords

Akaike information criterion; Handwriting recognition; Markov model; Structural description

Indexed keywords

CHARACTER RECOGNITION; MARKOV PROCESSES; STOCHASTIC SYSTEMS;

AKAIKE INFORMATION CRITERION; CONDITIONAL PROBABILITIES; HANDWRITING RECOGNITION; HANDWRITTEN WORDS; MARKOV MODEL; PSEUDO-SEGMENTATION; STRUCTURAL DESCRIPTIONS; STRUCTURAL REPRESENTATION;

STOCHASTIC MODELS;

EID: 33747340151     PISSN: 15205363     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICDAR.1995.598935     Document Type: Conference Paper

References (12)

1. BOZINOVIC R-M, SRIHARI S-N: "Off-line cursive word Recognition" - IEEE- Trans. PAMI, 11, 1, pp 68-83, Jan 1989.
2. LORETTE G., LECOURTIER Y .: "Reconnnaissance etInterprktation de textes manuscrits hors-ligne" - Bigre, 80, pp109-135. 1992.
3. RABINER R.: "A Tutorial on HMM and selected Applications in Speech Recognition" - Proc. IEEE, 77, 2, pp257-284. 1989.
4. KUNDU A., HE Y., BAHL P.:"Recognition ofhandwritten Word: first and second Order hidden Markov Model based Approach" - Pattern Recognition, 22.3, pp 283-297.1989.
5. GILLOUX M.: "Research into the new generation of character and mailing address recognition systems at the fiench post ofice research center".- Pattem Recognition Letters, 14~ 267-276, 1993.
6. CHEN M- Y, KUNDU A., ZHOU J.: "Off-fineh andwritten word Recognition using a hidden Markov Model type stochastic Network - IEEE Trans. PAMI, 16, 5, pp 481-496, May 1994.
7. PAQUET T., LECOURTIER Y.: "Recognition of handwritten Sentences using a restricted Lexicon" - Pattem Recognition, 26, 3, pp 391-407, 1993.
8. AKAIKE H.: "A new Look at statistical model Ident@cation" - IEEE Trans. ACVA, 19.6, pp 716-723, 1974.
9. RISSANEN J.: " Stochastic Complexity in Statistical Inquiry" - World Scientific Series in Computer Science, 15, 178 p, 1989.
10. OLIVIER C., AVILA M., COURTELLEMONT P., PAQUET T., LECOURTIER Y.: "Handwritten word Recognition by image Segmentation and HMM" - IEEE-IES, 3, pp 2093-2097, Nov. 1993.
11. KUNDU A., HE Y.: "On optimal Order in modeling Sequence of Letters in Words of common Language as a Markov Chain" - Pattem Recognition, 24, 7, pp 603-608, 1991.
12. TONG H.: "Determination of the Order of a Markov Chain by AIC" - J. Appl.of Prob., 12, pp 488-497, 1975.