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Volumn 36, Issue 5, 2006, Pages 833-846

Optimal zoning design by genetic algorithms

Author keywords

Classification; Feature extraction; Genetic algorithm; Handwriting recognition; Optical character recognition; Optimization; Voronoi diagram; Zoning.

Indexed keywords

EXPERIMENTAL TEST; GENETIC TECHNIQUES; HANDWRITING RECOGNITION; HANDWRITTEN NUMERAL; OPTIMAL ZONING; OPTIMIZATION PROBLEMS; PATTERN IMAGES; VORONOI DIAGRAMS;

EID: 38149142981     PISSN: 10834427     EISSN: None     Source Type: Journal    
DOI: 10.1109/TSMCA.2005.853486     Document Type: Article
Times cited : (33)

References (49)
  • 1
    • 84892375361 scopus 로고
    • Historical review of OCR research and development
    • Jul.
    • S. Mori, C. Y. Suen, and K. Yamamoto, Historical review of OCR research and development, Proc. IEEE, vol. 80, no. 7, pp. 1029-1058, Jul. 1992.
    • (1992) Proc. IEEE , vol.80 , Issue.7 , pp. 1029-1058
    • Mori, S.1    Suen, C.Y.2    Yamamoto, K.3
  • 2
    • 0030128299 scopus 로고    scopus 로고
    • Feature extraction methods for character recognition-A survey
    • O. D. Trier, A. K. Jam, and T. Taxt, Feature extraction methods for character recognition-A survey, Pattern Recognit., vol. 29, no. 4, pp. 641- 662, 1996.
    • (1996) Pattern Recognit. , vol.29 , Issue.4 , pp. 641-662
    • Trier, O.D.1    Jam, A.K.2    Taxt, T.3
  • 3
    • 0033640745 scopus 로고    scopus 로고
    • On-line and off-line handwriting recognition: A comprehensive survey
    • Jan.
    • R. Plamondon and S. N. Srihari, On-line and off-line handwriting recognition: A comprehensive survey, IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 1, pp. 63-84, Jan. 2000.
    • (2000) IEEE Trans. Pattern Anal. Mach. Intell. , vol.22 , Issue.1 , pp. 63-84
    • Plamondon, R.1    Srihari, S.N.2
  • 4
    • 0000667212 scopus 로고
    • Computer recognition of unconstrained handwritten numerals
    • Jul.
    • C. Y. Suen, C. Nadal, R. Legault, T. A. Mai, and L. Lam, Computer recognition of unconstrained handwritten numerals, Proc. IEEE, vol. 80, no.7, pp. 1162-1180, Jul. 1992.
    • (1992) Proc. IEEE , vol.80 , Issue.7 , pp. 1162-1180
    • Suen, C.Y.1    Nadal, C.2    Legault, R.3    Mai, T.A.4    Lam, L.5
  • 5
    • 0028410278 scopus 로고
    • Analysis and recognition of alphanumeric handprints by parts
    • Apr.
    • C. Y. Suen, J. Guo, and Z. C. Li, Analysis and recognition of alphanumeric handprints by parts, IEEE Trans. Syst., Man, Cybern., vol. 24, no. 4, pp. 614-630, Apr. 1994.
    • (1994) IEEE Trans. Syst., Man, Cybern. , vol.24 , Issue.4 , pp. 614-630
    • Suen, C.Y.1    Guo, J.2    Li, Z.C.3
  • 6
    • 0036860749 scopus 로고    scopus 로고
    • Automatic recognition of handwritten numeral strings: A recognition and verification strategy
    • Nov.
    • L. S. Oliveira, R. Sobourin, E Bartolozzi, and C. Y. Suen, Automatic recognition of handwritten numeral strings: A recognition and verification strategy, IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 11, pp. 1438-1454, Nov. 2002.
    • (2002) IEEE Trans. Pattern Anal. Mach. Intell. , vol.24 , Issue.11 , pp. 1438-1454
    • Oliveira, L.S.1    Sobourin, R.2    Bartolozzi, E.3    Suen, C.Y.4
  • 7
    • 0001068926 scopus 로고
    • Omnidocument technologies
    • Jul.
    • M. Bokser, Omnidocument technologies, Proc. IEEE, vol. 80, no. 7, pp. 1066-1078, Jul. 1992.
    • (1992) Proc. IEEE , vol.80 , Issue.7 , pp. 1066-1078
    • Bokser, M.1
  • 8
    • 0023828605 scopus 로고
    • A high accuracy algorithm for recognition of hand-written numerals
    • G. Baptista and K. M. Kulkarni, A high accuracy algorithm for recognition of hand-written numerals, Pattern Recognit., vol. 21, no. 4, pp. 287-291, 1988.
    • (1988) Pattern Recognit. , vol.21 , Issue.4 , pp. 287-291
    • Baptista, G.1    Kulkarni, K.M.2
  • 10
    • 0026367884 scopus 로고
    • Handwritten numerical recognition based on multiple algorithms
    • F Kimura and M. Shridhar, Handwritten numerical recognition based on multiple algorithms, Pattern Recognit., vol. 24, no. 10, pp. 969-983, 1991.
    • (1991) Pattern Recognit. , vol.24 , Issue.10 , pp. 969-983
    • Kimura, F.1    Shridhar, M.2
  • 11
    • 84945959624 scopus 로고    scopus 로고
    • Optimizing binary feature vector similarity using genetic algorithm and handwritten character recognition
    • Edillburgh, U.K., Aug.
    • S-H. Cha, C. C. Tappert, and S. N. Srihari, Optimizing binary feature vector similarity using genetic algorithm and handwritten character recognition, in Proc. mt. Conf Document Analysis and Recognition, Edillburgh, U.K., Aug. 2003, pp. 662-665.
    • (2003) Proc. Mt. Conf Document Analysis and Recognition , pp. 662-665
    • Cha, S.-H.1    Tappert, C.C.2    Srihari, S.N.3
  • 12
    • 84945938887 scopus 로고    scopus 로고
    • Localization, extraction and recognition of text in telugu document images
    • Edinburgh, U.K., Aug.
    • A. Negi, K. N. Shanker, and C. K. Chereddi, Localization, extraction and recognition of text in telugu document images, in Proc. mt. Conf Document Analysis and Recognition, Edinburgh, U.K., Aug. 2003, pp. 1193-1197.
    • (2003) Proc. Mt. Conf Document Analysis and Recognition , pp. 1193-1197
    • Negi, A.1    Shanker, K.N.2    Chereddi, C.K.3
  • 13
    • 0008601623 scopus 로고
    • A neural net OCR using geometrical and zonal pattern features
    • SaintMalo, France
    • H. Takahashi, "A neural net OCR using geometrical and zonal pattern features," in Proc. Int. Conf. Document Analysis and Recognition, SaintMalo, France, 1991, pp. 821-828.
    • (1991) Proc. Int. Conf. Document Analysis and Recognition , pp. 821-828
    • Takahashi, H.1
  • 14
    • 0028561343 scopus 로고
    • Handwritten numeral recognition with multiple features and multistage classifiers
    • London, U.K.
    • J. Cao, M. Ahmadi, and M. Shridhar, "Handwritten numeral recognition with multiple features and multistage classifiers," in IEEE Int. Symp. Circuits and Systems, London, U.K., 1994, pp. 323-326.
    • (1994) IEEE Int. Symp. Circuits and Systems , pp. 323-326
    • Cao, J.1    Ahmadi, M.2    Shridhar, M.3
  • 17
    • 0021626446 scopus 로고
    • Computational geometry-A survey
    • Dec.
    • D. T. Lee and F. P. Preparata, "Computational geometry-A survey," IEEE Trans. Comput., vol. C-33, no. 12, pp. 1072-1101, Dec. 1984.
    • (1984) IEEE Trans. Comput. , vol.33 C , Issue.12 , pp. 1072-1101
    • Lee, D.T.1    Preparata, F.P.2
  • 18
    • 84976826673 scopus 로고
    • Voronoi diagrams: A survey of a fundamental geometric data structure
    • F. Aurenhammer, "Voronoi diagrams: A survey of a fundamental geometric data structure," ACM Comput. Surv., vol. 3, no. 3, pp. 345-405, 1991.
    • (1991) ACM Comput. Surv. , vol.3 , Issue.3 , pp. 345-405
    • Aurenhammer, F.1
  • 20
    • 0034314744 scopus 로고    scopus 로고
    • Designing classifier fusion systems by genetic algorithms
    • Nov.
    • L. I. Kuncheva and L. C. Jain, "Designing classifier fusion systems by genetic algorithms," IEEE Trans. Evol. Comput, vol. 4, pp. 327-336, no. 4, Nov. 2000.
    • (2000) IEEE Trans. Evol. Comput , vol.4 , Issue.4 , pp. 327-336
    • Kuncheva, L.I.1    Jain, L.C.2
  • 22
    • 0026860706 scopus 로고
    • Methods of combining multiple classifiers and their applications to handwriting recognition
    • May/Jun.
    • L. Xu, A. Krzyzak, and C. Y. Suen, "Methods of combining multiple classifiers and their applications to handwriting recognition," IEEE Trans. Syst., Man, Cybern., vol. 22, no. 3, pp. 418-435, May/Jun. 1992.
    • (1992) IEEE Trans. Syst., Man, Cybern. , vol.22 , Issue.3 , pp. 418-435
    • Xu, L.1    Krzyzak, A.2    Suen, C.Y.3
  • 23
    • 0013174235 scopus 로고    scopus 로고
    • Combination of multiple classifier decision for optical character recognition
    • H. Bunke and P. S. P Wang, Eds. Singapore: World Scientific Publishing
    • L. Lam, Y.-S. Huang, and C. Y Suen, "Combination of multiple classifier decision for optical character recognition," in Handbook of Character Recognition and Document Image Analysis, H. Bunke and P. S. P Wang, Eds. Singapore: World Scientific Publishing, 1997, pp. 79-101.
    • (1997) Handbook of Character Recognition and Document Image Analysis , pp. 79-101
    • Lam, L.1    Huang, Y.-S.2    Suen, C.Y.3
  • 24
    • 0001844324 scopus 로고
    • An overview of genetic algorithms: Part 1, Fundamentals
    • D. Beasley, D. R. Bull, and R. R. Martin, "An overview of genetic algorithms: Part 1, Fundamentals," Univ. Comput., vol. 15, no. 2, pp. 58-69, 1993.
    • (1993) Univ. Comput. , vol.15 , Issue.2 , pp. 58-69
    • Beasley, D.1    Bull, D.R.2    Martin, R.R.3
  • 25
    • 0001844324 scopus 로고
    • An overview of genetic algorithms: Part 2, Research topics
    • D. Beasley, "An overview of genetic algorithms: Part 2, Research topics," Univ.Comput, vol. 15, no. 2, pp. 170-181, 1993.
    • (1993) Univ.Comput , vol.15 , Issue.2 , pp. 170-181
    • Beasley, D.1
  • 29
    • 0032356395 scopus 로고    scopus 로고
    • Theoretical and experimental study of crossover operators of genetic algorithms
    • N. P Belfiore and A. Esposito, "Theoretical and experimental study of crossover operators of genetic algorithms," J. Optim. Theory Appl., vol. 99, no. 2, pp. 271-302, 1998.
    • (1998) J. Optim. Theory Appl. , vol.99 , Issue.2 , pp. 271-302
    • Belfiore, N.P.1    Esposito, A.2
  • 30
    • 0038272888 scopus 로고    scopus 로고
    • Detection of subsurface cavities in IR-CAT by a real coded genetic algorithm
    • DOI 10.1016/S1568-4946(02)00057-1, PII S1568494602000571
    • N. S. Mera, L. Elliott, and D. B. Ingham, "Detection of subsurface cavities in IR-CAT by a real coded genetic algorithm," Appl. Soft Comput., vol. 2, no. 2, pp. 129-139, 2002. (Pubitemid 40421593)
    • (2002) Applied Soft Computing Journal , vol.2 , Issue.2 , pp. 129-139
    • Mera, N.S.1    Elliott, L.2    Ingham, D.B.3
  • 31
    • 0032136585 scopus 로고    scopus 로고
    • Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
    • F. Herrera, M. Lozano, and J. L. Verdegay, "Tackling real-coded genetic algorithms: Operator and tools for behavioral analysis," Artif Intell. Rev., vol. 12, no. 4, pp. 265-319, 1998. (Pubitemid 128514089)
    • (1998) Artificial Intelligence Review , vol.12 , Issue.4 , pp. 265-319
    • Herrera, F.1    Lozano, M.2    Verdegay, J.L.3
  • 33
    • 0022559425 scopus 로고
    • Optimization of control parameters for genetic algorithms
    • Jan.
    • J. J. Grefenstette, "Optimization of control parameters for genetic algorithms," IEEE Trans. Syst., Man, Cybern., vol. 16, no. 1, pp. 122-128, Jan. 1986.
    • (1986) IEEE Trans. Syst., Man, Cybern. , vol.16 , Issue.1 , pp. 122-128
    • Grefenstette, J.J.1
  • 34
    • 0003602231 scopus 로고    scopus 로고
    • T Back, D. Fogel, and Z. Michalewicz, Eds. New York: Inst. Physics Publishing Lt., Bristol and Oxford Univ. Press
    • Handbook of Evolutionary Computation, T Back, D. Fogel, and Z. Michalewicz, Eds. New York: Inst. Physics Publishing Lt., Bristol and Oxford Univ. Press, 1997.
    • (1997) Handbook of Evolutionary Computation
  • 35
    • 0001650502 scopus 로고
    • Sizing population for serial and parallel genetic algorithms
    • Fairfax, VA, J. Schaffer, Ed. San Mateo, CA: Morgan Kaufmann
    • D. Goldberg, "Sizing population for serial and parallel genetic algorithms," in Proc. Int. Conf. Genetic Algorithms III, Fairfax, VA, J. Schaffer, Ed. San Mateo, CA: Morgan Kaufmann, 1989.
    • (1989) Proc. Int. Conf. Genetic Algorithms III
    • Goldberg, D.1
  • 36
    • 0347270142 scopus 로고    scopus 로고
    • An empirical study of impact of crossover operators on the performance of non-binary genetic algorithm based neural approaches for classification
    • P C. Pandharkar and J. A. Rodger, "An empirical study of impact of crossover operators on the performance of non-binary genetic algorithm based neural approaches for classification," Comput. Oper. Res., vol. 31, no. 4, pp. 481-498, 2004.
    • (2004) Comput. Oper. Res. , vol.31 , Issue.4 , pp. 481-498
    • Pandharkar, P.C.1    Rodger, J.A.2
  • 37
  • 39
    • 0028409149 scopus 로고
    • Adaptive probabilities of crossover and mutation in genetic algorithms
    • Apr.
    • M. Srinivas and L. M. Patnaik, "Adaptive probabilities of crossover and mutation in genetic algorithms," IEEE Trans. Syst., Man, Cybern., vol. 24, no. 4, pp. 656-667, Apr. 1994.
    • (1994) IEEE Trans. Syst., Man, Cybern. , vol.24 , Issue.4 , pp. 656-667
    • Srinivas, M.1    Patnaik, L.M.2
  • 40
    • 3543150034 scopus 로고    scopus 로고
    • Performance analysis of adaptive genetic algorithms with fuzzy logic and heuristics
    • Y. Yun and M. Gen, "Performance analysis of adaptive genetic algorithms with fuzzy logic and heuristics," Fuzzy Optim. Decis. Mak., vol. 2, no. 2, pp. 161-175, 2003.
    • (2003) Fuzzy Optim. Decis. Mak. , vol.2 , Issue.2 , pp. 161-175
    • Yun, Y.1    Gen, M.2
  • 41
    • 0036173777 scopus 로고    scopus 로고
    • Evolution of appropriate crossover and mutation operators in a genetic process
    • DOI 10.1023/A:1012815625611
    • T.-P. Hong, H.-S. Wang, W.-Y. Lin, and W.-Y Lee, "Evolution of appropriate crossover and mutation operators in a genetic process," Appl. Intell., vol. 16, no. l, pp. 7-17, 2002. (Pubitemid 34148037)
    • (2002) Applied Intelligence , vol.16 , Issue.1 , pp. 7-17
    • Hong, T.-P.1    Wang, H.-S.2    Lin, W.-Y.3    Lee, W.-Y.4
  • 42
    • 0028428774 scopus 로고
    • A database for handwritten text recognition research
    • May
    • J. Hull, "A database for handwritten text recognition research," IEEE Trans. Pattern Anal. Mach. Intell., vol. 16, no. 5, pp. 550-554, May 1994.
    • (1994) IEEE Trans. Pattern Anal. Mach. Intell. , vol.16 , Issue.5 , pp. 550-554
    • Hull, J.1
  • 43
    • 0001370779 scopus 로고
    • On the data base ETL 9 of hand-printed characters in JIS Chinese characters and its analysis
    • T. Saito, H. Yamada, and K. Yamamoto, "On the data base ETL 9 of hand-printed characters in JIS Chinese characters and its analysis," IEICE Trans. Fundam. Electron. Commun. Comput. Sci., vol. J68-D, no. 4, pp. 757-764, 1985.
    • (1985) IEICE Trans. Fundam. Electron. Commun. Comput. Sci. , vol.J68-D , Issue.4 , pp. 757-764
    • Saito, T.1    Yamada, H.2    Yamamoto, K.3
  • 44
    • 0032068263 scopus 로고    scopus 로고
    • A structural/statistical feature based vector for handwritten character recognition
    • PII S0167865598000397
    • L. Heutte, T. Paquet, J. V. Moreau, Y. Lecourtier, and C. Olivier, "A structural/statistical features based vector for handwritten character recognition," Pattern Recognit. Lett., vol. 19, no. 7, pp. 629-641, 1998. (Pubitemid 128383206)
    • (1998) Pattern Recognition Letters , vol.19 , Issue.7 , pp. 629-641
    • Heutte, L.1    Paquet, T.2    Moreau, J.V.3    Lecourtier, Y.4    Olivier, C.5
  • 46
    • 0010599011 scopus 로고    scopus 로고
    • State of the art of handwritten numeral recognition in Japan-The results of the first IPTP character recognition competition
    • Tsukuba Science City, Japan, Oct.
    • T. Matsui, T. Noumi, I. Yamashita, T. Wakaharam, and M. Yoshimuro, "State of the art of handwritten numeral recognition in Japan-The results of the first IPTP character recognition competition," in Proc. Int. Conf. Document Analysis and Recognition, Tsukuba Science City, Japan, Oct.pp. 391-396.
    • Proc. Int. Conf. Document Analysis and Recognition , pp. 391-396
    • Matsui, T.1    Noumi, T.2    Yamashita, I.3    Wakaharam, T.4    Yoshimuro, M.5
  • 48
    • 0032089481 scopus 로고    scopus 로고
    • From handwriting analysis to pen-computer applications
    • Jun.
    • L. R. B. Schomaker, "From handwriting analysis to pen-computer applications," Electron. Commun. Eng. J., vol. 10, no. 3, pp. 93-102, Jun. 1998.
    • (1998) Electron. Commun. Eng. J. , vol.10 , Issue.3 , pp. 93-102
    • Schomaker, L.R.B.1
  • 49
    • 84879018446 scopus 로고    scopus 로고
    • S. Impedovo, P. S. P. Wang, and H. Bunke, Eds. Singapore: World Scientific Publishing
    • Automatic Bankcheck Processing, vol. 11, S. Impedovo, P. S. P. Wang, and H. Bunke, Eds. Singapore: World Scientific Publishing, No. 4, 1997.
    • (1997) Automatic Bankcheck Processing , vol.11 , Issue.4


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