Fuzzy technique based recognition of handwritten characters

Image and Vision Computing

Volumn 25, Issue 2, 2007, Pages 230-239

  Suresh, R M ^a,b   Arumugam, S ^a,b  

^a R M K ENGINEERING COLLEGE   (India)

^b KALASALINGAM UNIVERSITY   (India)

Author keywords

Fuzzy context free grammar; Fuzzy logic; Handwritten numerals; Labeling; Modified parsing algorithm; Polygonal approximation; Preprocessing; Segmentation

Indexed keywords

ALGORITHMS; APPROXIMATION THEORY; CHARACTER RECOGNITION; CONTEXT FREE GRAMMARS; PROGRAM PROCESSORS;

FUZZY CONTEXT FREE GRAMMAR; HANDWRITTEN NUMERALS; MODIFIED PARSING ALGORITHMS; POLYGONAL APPROXIMATION; SEGMENTATION;

FUZZY SETS;

EID: 33845360215     PISSN: 02628856     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.imavis.2006.01.029     Document Type: Review

References (29)

1. Pedrycz W. Fuzzy sets in pattern recognition: methodology and methods. Pattern Recogn. 23 (1990) 121-146
2. Abhuhaiba I.S.I., and Ahmed P. A fuzzy graph theoretic approach to recognize the totally unconstrianed handwritten numerals. Pattern Recogn. 26 9 (1993) 1335-1350
3. Srihari S.N. Recognition of handwritten and machine printed text for postal address interpretation. Pattern Recogn. Lett. 14 (1993) 291-302
4. Wakahara T. Toward robust handwritten character recognition. Pattern Recogn. Lett. 14 (1993) 345-354
5. Sinha R.M.K., et al. Hybrid contextual text recognition with string matching. IEEE PAMI 15 9 (1993) 915-923
6. Chi Z., et al. Handwritten numeral recognition using self-organizing maps and fuzzy rules. Pattern Recogn. 28 1 (1995) 59-66
7. Cao J., et al. Recognition of handwritten numerals with multiple feature and multistage classifier. Pattern Recogn. 28 2 (1995) 153-160
8. Malaviya A., et al. Fuzzy feature description of handwriting patterns. Pattern Recogn. 30 10 (1997) 1591-1604
9. Jain A.K. Representation and recognition of handwritten digits using deformable templates. IEEE PAMI 19 12 (1997) 1386-1391
10. Cai J., et al. Integration of structural and statistical information for unconstrained handwritten numeral recognition. IEEE PAMI 21 3 (1999) 263-270
11. Malaviya A., and Peters L. Fuzzy handwriting description language: FOHDEL. Pattern Recogn. 33 (2000) 119-131
12. Downton A.C., et al. Progress in Handwriting Recognition (1996), World Scientific, Colchester
13. Parizeau M., et al. Fuzzy-syntactic approach to allograph modeling for cursive script recognition. IEEE PAMI 17 7 (1995) 707-712
14. Shaw A.C. A formal picture description scheme as a basis for picture processing systems. Inf. Control. 14 (1969) 9-52
15. Jamshidi M. Fuzzy logic software and hardware,. In: Jamshidi M., et al. (Ed). Fuzzy Logic and Control (1993), Prentice-Hall, Englewood Cliffs, NJ 112-148
16. Lee E.T., and Zadeh L. Note on fuzzy languages. Inf. Sci. 1 (1969) 421-434
17. Mizumoto M., et al. Some considerations on fuzzy automata. J. Comp. Syst. Sci. 3 (1969) 409-422
18. L. Zadeh, The key roles of information granulation and fuzzy logic in human reasoning, concept formulation and computing with words, Fifth FUZZ-IEEE, Lousiana 1996, p. 1.
19. R.M. Suresh, Application of fuzzy technique to pattern recognition problems, PhD thesis, MS University 2000.
20. V.K. Govindan, Computer recognition of handprinted characters: an automated approach to the design of Recognizers, PhD thesis, IISc, Bangalore, 1988.
21. Rajasekaran S.N.S., and Deekshatulu B.L. Recognition of printed telugu characters. Comput. Graph. Image Process. 6 (1977) 335-360
22. Sinha R.M.K., and Karnick H.C. PLANG based specification of patters with variations for pictorial databases. Comput. Vis. Graph. Image Process. 43 (1988) 98-110
23. Casacuberta F., et al. A parsing algorithm for weighted grammars and substring recognition,. In: Ferrate G., et al. (Ed). Syntactic and Structural Pattern Recognition (1988), Springer, New York
24. Chinnusamy P., et al. Recognition of handprinted tamil characters. Pattern Recognit. 12 (1980) 141-152
25. Fu K.S. Syntactic Pattern Recognition and Apllications (1982), Prentice-Hall, Englewood Cliffs, NJ
26. Siy P., and Chen C.S. Fuzzy logic for handwritten numerical character recognition. IEEE SMC 1 1 (1971) 61-66
27. Gold M. Language identification in the limit. Inf. Control. 10 (1967) 447-474
28. J.J.Hornings, A study of A grammatical inference, Technical Report No. CS 139, CSE Department, Stanford University, August 1969.
29. T.W.L. Pao, A solution of the syntactical Induction-inference problem for a nontrivial Subset of Context-free Languages, Report No. 70-19, Department of Electrical Engineering, University of Pennsylvania, August 1969.