Input fuzzy modeling for the recognition of handwritten hindi numerals

Proceedings - International Conference on Information Technology-New Generations, ITNG 2007

Volumn , Issue , 2007, Pages 208-213

  Hanmandlu, M ^a   Grover, J ^a   Madasu, V K ^b   Vasikarla, S ^c  

^a INDIAN INSTITUTE OF TECHNOLOGY DELHI   (India)

^b QUEENSLAND UNIVERSITY OF TECHNOLOGY   (Australia)

^c American Intercontinental Univ   (United States)

Author keywords

Input fuzzy modeling; Membership functions; Reinforcement; Structural parameters

Indexed keywords

DATABASE SYSTEMS; ERRORS; MEMBERSHIP FUNCTIONS; OPTIMIZATION; PERSONNEL TRAINING; REINFORCEMENT LEARNING;

FUZZY MODELING; HANDWRITTEN HINDI NUMERALS; STRUCTURAL PARAMETERS;

FUZZY SYSTEMS;

EID: 34548128030     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITNG.2007.112     Document Type: Conference Paper

References (20)

1. S. Khedekar, V. Ramanaprasad S. Setlur and V. Govindaraju, "Text - Image Separation in Devanagari Documents", Proc. Seventh Intl. Conf. on Document Analysis and Recognition, 2003, pp. 1265-1269.
2. S.S. Marwah, S.K. Mullick and R.M.K. Sinha, "Character Recognition of Devanagari characters using a hierarchial binary decision tree classifier", Proc. International Conference on Systems, Man and Cybernetics, 1984, pp. 414-420.
3. R. Bajaj, L. Dey and S Chaudhury, "Devnagari numeral recognition by combining decision of multiple connectionist classifiers", Sadhana, vol. 27, part 1, 2002, pp. 59-72.
4. S. Antani and L. Agnihotri, "Gujarati character recognition", Proc. Fifth International Conference on Document Analysis and Recognition, 1999, pp. 418-421.
5. V. Bansal and R.M.K. Sinha, "A Devanagari OCR and a brief review of OCR research for Indian scripts", Proc. Symposium on Translation Support Systems, 2001.
6. B.B. Chaudhuri and U. Pal, "An OCR system to read two Indian language scripts: Bangla and Devnagari (Hindi)", in Proc. Fourth International Conference on Document Analysis and Recognition, 1997, vol. 2, pp. 1011-1015.
7. R.M.K. Sinha and H.N. Mahabala, "Machine recognition of Devanagari script", IEEE Transactions on Systems, Man and Cybernetics, vol. 9, no. 8, 1979, pp. 435-441.
8. I.K. Sethi and B. Chatterjee, "Machine recognition of handprinted Devangari Numerals", Journal of Institution of Electronics and Telecommunication Engineers India, vol. 22, 1976, pp. 532-535.
9. I.K. Sethi and B. Chatterjee, "Machine recognition of constrained handprinted Devanagari", Pattern Recognition, vol. 9, 1977, pp.69-75.
10. J.C. Sant and S.K. Mullick, "Handwritten Devanagari Script recognition using CTNNSE algorithm", Proc. International Conference on Application of Information Technology in South Asia language, 1994.
11. M. Hanmandlu, K.R.M. Mohan and H. Kumar, "Neural-based handwritten character recognition", Proc. Fifth IEEE International Conference on Document Analysis and Recogniton, 1999, pp. 241-244.
12. T.M. Ha and H. Bunke, "Offline handwritten numeral recognition by perturbation method", IEEE Transactions on Pattern Analysis & Machine Intelligence, vol. 19, issue 5, 1997, pp.535-539.
13. M. Hanmandlu, K.R.M. Mohan, S. Chakrobarty, S. Goyal and D. Roy Choudhary, "Unconstrained handwritten character recognition based on fuzzy logic", Pattern Recognition, vol. 36, issue 3, 2003, pp. 603-623,
14. M. Hanmandlu, M.H.M. Yusof, V.K. Madasu, "Off-line signature verification and forgery detection using fuzzy modeling", Pattern Recognition, vol. 38, issue 3, 2005, pp. 341-356.
15. R. Stefanelli and A. Rosenfeld, "Some parallel thinning algorithms for digital pictures", Journal of the ACM, vol. 18, no. 2, 1971, pp. 255-264
16. M. Hanmandlu and O.V.R. Murthy "Fuzzy Model Based Recognition of Handwritten Hindi Numerals", Proc. ICCR 2005.
17. Sutton, R.S. and Barto, A.G. Reinforcement Learning: An Introduction. MIT Press, Cambridge, Mass., 1998.
18. Watkins, C.J.C.H. Learning from Delayed Rewards. PhD thesis, University of Cambridge, UK 1989.
19. F. Fernandez and M. Veloso. Exploration and policy reuse. Technical Report CMU-CS-05-172, School of Computer Science, Carnegie Mellon University, 2005.
20. M. Hanmandlu and O.V.R. Murthy "Reinforcement Learning in the Entropy Based Recognition of Handwritten Hindi Numerals," Proc. 10th World Multi-conference on Systems, Cybernetics and Informatics, 2006.