Recognition of devanagari characters using neural networks

IEICE Transactions on Information and Systems

Volumn E79-D, Issue 5, 1996, Pages 523-528

  Keeni, Kanad ^a   Shimodaira, Hiroshi ^a   Nishino, Tetsuro ^a   Tan, Yasuo ^a  

^a JAPAN ADVANCED INSTITUTE OF SCIENCE AND TECHNOLOGY   (Japan)

Author keywords

Character recognition; Feature vector; Heuristic coding; Neural networks; Prototype vector; Structure analysis

Indexed keywords

CHARACTER SETS; ENCODING (SYMBOLS); FEATURE EXTRACTION; HEURISTIC METHODS; NEURAL NETWORKS; PERFORMANCE; VECTORS;

DEVANAGARI CHARACTERS; FEATURE VECTOR; HEURISTIC CODING; PROTOTYPE VECTOR;

CHARACTER RECOGNITION;

EID: 0030149218     PISSN: 09168532     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (10)

1. R. M. K. Sinha and H. N. Mahabala, " Machine recognition of Devanagari script," IEEE Trans. Syst. , Man, & Cybern. , vol. SMC-9, no. 8, pp. 435-441, 1979.
2. K. Jayanthi, " Automatic Devanagari character recognition using structure analysis," Trans, of Knowledge Information Society, vol. 1, pp. 25-39, 1990.
3. K. Keeni, T. Nishino, and H. Shimodaira, " On feature extraction of Indian characters by using neural networks," IEICE Technical Report, COMP94-24, July 1994.
4. Y. LeCun, " Generalization and Network Design Strategies," CONNECTIONISM IN PERSPECTIVE, Elsevier Science Publishers B. V. , North-Holland, pp. 143-155, 1989.
5. Y. LeCun, B. Böser, J. S. Denker, D. Henderson, R. E. Howard, W. Hubbard, and L. D. Jackel, " Backpropagation applied to handwritten zip code recognition," Neural Computation, vol. 1, pp. 541-551, 1989.
6. K. Fukushima, " Neocognitron, a hierarchical neural network capable of visual pattern recognition," Neural Networks, vol. 1, pp. 119-130, 1988.
7. P. Raveendran and S. Omatu, " Generated moment invariant features by cascaded neural network for pattern classification," Transaction of Information Processing Society of Japan.
8. H. Kern and B. Nanjio, " Saddharmapundarika, ST. PETERSBOURG," 1912.
9. R. R. Leighton, " The Aspirin/MIGRAINES User's Manual. ," Rüssel R. Leighton and the MITRE Corporation, Release V6. 0, Oct. 29, 1992.
10. Y. Linde, A, Buzo, and R. M. Gray, " An algorithm for vector quantizer design," IEEE Trans. Commun. , vol. COM28, pp. 84-95, Jan. 1980.