Fast two-level HMM decoding algorithm for large vocabulary handwriting recognition

Proceedings - International Workshop on Frontiers in Handwriting Recognition, IWFHR

Volumn , Issue , 2004, Pages 232-237

  Koerich, Alessandro L ^a   Sabourin, Robert ^b   Suen, Ching Y ^c  

^a PONTIFICAL CATHOLIC UNIVERSITY OF PARANÁ   (Brazil)

^b Ecl de Technol Supérieure ^*  (Canada)

^c Dept of Electrical and Computer Engineering   (Canada)

Author keywords

[No Author keywords available]

Indexed keywords

BANKCHECK PROCESSING; DECODING ALGORITHMS; HANDWRITING RECOGNITION; HIDDEN MARKOV MODELS (HMM);

ALGORITHMS; CODES (SYMBOLS); DYNAMIC PROGRAMMING; MARKOV PROCESSES; OPTICAL CHARACTER RECOGNITION; VOCABULARY CONTROL;

DECODING;

EID: 18044377222     PISSN: 15505235     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IWFHR.2004.42     Document Type: Conference Paper

References (10)

1. E. Augustin, O. Baret, D. Price, and S. Knerr. Legal amount recognition on french bank checks using a neural network-hidden markov model hybrid. In Proc. 6th Int. Workshop on Frontiers in Handwriting Recognition, pages 45-54, Taejon, Korea, 1998.
2. A. El-Yacoubi, M. Gilloux, R. Sabourin, and C. Y. Suen. Unconstrained handwritten word recognition using hidden markov models. IEEE Transactions on Pattern Analysis and Machine Intelligence, 21(8):752-760, 1999.
3. D. Guillevic and C. Y. Suen. Cursive script recognition applied to the processing of bank cheques. In Proc. 3rd International Conference on Document Analysis and Recognition, pages 11-14, Montreal, Canada, 1995.
4. G. Kim and V. Govindaraju. Bankcheck recognition using cross validation between legal and courtesy amounts. In S. Impedovo, P. S. P. Wang, and H. Bunke, editors, International Journal of Pattern Recognition and Artificial Intelligence, pages 657-673. World Scientific, 1997.
5. A. L. Koerich, R. Sabourin, and C. Y. Suen. Large vocabulary off-line handwriting recognition: A survey. Pattern Analysis and Applications, 6(2):97-121, 2003.
6. A. L. Koerich, R. Sabourin, and C. Y. Suen. Lexicon-driven hmm decoding for large vocabulary handwriting recognition with multiple character models. International Journal on Document Analysis and Recognition, 6(2): 126-144, 2003.
7. Y. LeCun, O. Matan, B. Boser, J. Denker, D. Henderson, R. Howard, W. Hubbard, and L. Jackel. Handwritten zip code recognition with multilayer networks. In Proc. 10th International Conference on Pattern Recognition, pages 35-40, Atlantic City, USA, 1990.
8. L. L. Lee, M. E. Lizarraga, N. R. Gomes, and A. L. Koerich. A prototype for Brazilian bankcheck recognition. In S. Impedovo, P. S. P. Wang, and H. Bunke, editors, Automatic Bankcheck Processing, pages 549-569. World Scientific, 1997.
9. U. Mahadevan and S. N. Srihari. Parsing and recognition of city, state, and zip codes in handwritten addresses. In Proc. 5th International Conference on Document Analysis and Recognition, pages 325-328, Bangalore, India, 1999.
10. R. Plamondon and S. N. Srihari. On-line and off-line handwriting recognition: A comprehensive survey. IEEE Transactions on Pattern Analysis and Machine Intelligence, 11(1):68-89, 2000.