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Original Articles

A stroke-based neuro-fuzzy system for handwritten chinese character recognition

Pages 561-586 | Published online: 30 Nov 2010

  • Carpenter , G. A. and Grossberg , S. 1988 . The ART of adaptive pattern recognition by a self-organizing neural network . Computer , 21 (3) : 77 – 88 .
  • Chan , K. P. and Cheung , Y.S. 1992 . Fuzzy-attribute graph with application to Chinese character recognition . IEEE Transactions on Systems, Man, and Cybernetics , 22 : 153 – 160 .
  • Chang , D. and Van , H. 1998 . Recognition of handwritten digits based on contour information . Pattern Recognition , 31 (3) : 235 – 256 .
  • Chang , H. D. and Want , J.F. 1994 . A robust stroke extraction method for handwritten Chinese characters . International Journal of Pattern Recognition and Artificial Intelligence , 8 : 1223 – 1239 .
  • Chang , H. H. and Yang , H. 1999 . Analysis of stroke structures of handwritten Chinese characters . IEEE Transactions on Systems, Man, and Cybernetics , 29 (1) : 47 – 61 .
  • Cheng , F. H. 1998 . Multi-stroke relaxation matching method for handwritten Chinese character recognition . Pattern Recognition , 31 (4) : 401 – 410 .
  • Cheng , F. H. , Hsu , W. H. and Kuo , M.C. 1993 . Recognition of handprinted Chinese characters via stroke relaxation . Pattern Recognition , 26 : 579 – 593 .
  • Chiu , H. P. and Tseng , D.C. 1997 . Invariant handwritten Chinese character recognition using fuzzy min-max neural networks . Pattern Recognition Letters , 18 (5) : 481 – 492 .
  • Chou , K. S. , Fan , K. C. and Fan , T.I. 1997 . Peripheral and global features for use in coarse classification of Chinese characters . Pattern Recognition , 31 (3) : 483 – 490 .
  • Chou , S. L. and Tsai , W.H. 1991 . Recognizing handwritten Chinese characters by stroke-segment matching using an iteration scheme . International Journal of Pattern Recognition and Artificial Intelligence , 5 : 175 – 197 .
  • Chuang , C. T. and Tseng , L.Y. 1995 . A stroke extraction method for multifont Chinese characters based on the reduced special interval graph . IEEE Transactions on Systems, Man, and Cybernetics , 25 (7) : 1171 – 1178 .
  • Freeman , J. A. and Skapura , D. M . 1991 . Neural Networks-Algorithms, Applications, and Programming Techniques , Reading, MA : Addison-Wesley .
  • Gu , Y. X. , Wang , Q. R. and Suen , C.Y. 1983 . Application of a multilayer decision tree in computer recognition of Chinese characters . IEEE Transactions on Pattern Analysis and Machine Intelligence , 5 (1) : 83 – 89 .
  • Hao , H. W. , Xiao , X. H. and Dai , R.W. 1997 . Handwritten Chinese character recognition by metasyn-thetic approach . Pattern Recognition , 30 (8) : 1321 – 1328 .
  • Hsieh , A. J. , Fan , K. C. , Fan , T. I. and Ho , C.W. 1995 . A stroke-based handwritten Chinese character recognition system using greedy matching method . Journal of Information Science and Engineering , 11 : 1 – 22 .
  • Kasuba , T. 1993 . Simplified fuzzy ARTMAP . AI Expert , : 18 – 25 .
  • Kim , H. J. , Kim , J. H. , Kim , S. K. and Lee , J.K. 1997 . Off-line recognition of handwritten Chinese character based on hidden Markov models . Pattern Recognition , 30 (9) : 1489 – 1500 .
  • Kimura , F. , Takashina , K. , Tsuruoka , S. and Miyake , Y. 1987 . Modified quadratic discriminate functions and the application to Chinese character recognition . IEEE Transactions on Pattern analysis and Machine Intelligence , 9 (1) : 149 – 153 .
  • Lee , C. W. and Chen , Z. 1997 . Handwritten Chinese character recognition using stroke structural sequence code . Journal of Information Science and Engineering , 13 : 631 – 648 .
  • Leow , W. K. Syntactic approach to Chinese character recognition . International Conference on Chinese Computing . Singapore. pp. 124 – 130 .
  • Leung , C. H. , Chenung , Y. S. and Wong , Y.L. 1987 . A knowledge-based stroke-matching method for Chinese character recognition . IEEE Transactons on Systems, Man, and Cybernetics , 17 : 993 – 1003 .
  • Lin , J. R. and Chen , C.F. 1996 . Stroke extraction for Chinese character using a trend followed transcribing technique . Pattern Recognition , 29 (11) : 1789 – 1806 .
  • Lippmann , R. P. 1989 . Pattern classification using neural networks . IEEE Communications , : 47 – 64 .
  • Maeda , K. , Kurosawa , Y. , Asada , H. , Sakai , K. and Watanabe , S. Handprinted Kanjii recognition by pattern matching method . Proceedings of the International Conference on Pattern Recognition . Munich, Germany. pp. 789 – 792 .
  • Malaviya , A. and Peters , L. 1997 . Fuzzy feature description of handwriting patterns . Pattern Recognition , 30 (10) : 1591 – 1604 .
  • Markuzon , N. , Reynold , J. H. , Carpenter , G. A. , Grossberg , S. and Rosen , D.B. 1992 . A neural network architecture for incremental supervised learning of analog multidimensional maps . IEEE Transactions on Neural Networks , 3 : 698 – 713 .
  • Naccache , N. J. and Shinghal , R. 1984 . SPTA: A proposed algorithm for thinning binary patterns . IEEE Transactions on Systems, Man, and Cybernetics , 13 (3) : 409 – 418 .
  • Remero , R. D. , Touretzky , D. S. and Thibadeau , R.H. 1997 . Optical Chinese character recognition using probabilistic neural networks . Pattern Recognition , 30 (8) : 1279 – 1292 .
  • Simpson , P. K. 1992 . Fuzzy min-max neural networks-Part 1: Classification . IEEE Transactions on Neural Networks , 3 (5) : 776 – 786 .
  • Tai , J. W. A syntactic-semantic approach for Chinese character recognition . Proceedings of the 7th International Conference on Pattern Recognition . Montreal, Canada. pp. 374 – 376 .
  • Tu , L. T. , Lin , Y. S. , Yeh , C. P. , Shyu , I. S. , Wang , J. L. , Joe , K. H. and Lin , W.W. Recognition of handprinted Chinese characters by feature matching . Proceedings of the 1991 International Conference on Computer Processing of Chinese and Oriental Languages . Taipei, Taiwan. pp. 154 – 157 .
  • Wakahara , T. and Odaka , K. 1997 . On-line cursive Kanjii character recognition using stroke-based affine transformation . IEEE Transactions on Pattern Analysis and Machine Intelligence , 19 (12) : 1381 – 1385 .
  • Wu , Q. Z. , Jou , I. C. and Lee , S.Y. 1997 . On-line signature verification using LPC cepstrum and neural networks . IEEE Transactions on Systems, Man, and Cybernetics , 27 (1) : 148 – 153 .
  • Yamamoto , K. and Rosenfeld , A. Recognition of handprinted Kanji characters by a relaxation method . Proceedings of the 6th International Joint Conference on Pattern Recognition . Munich, Germany. pp. 395 – 398 .
  • Yeung , D. S. and Fong , H.S. 1996 . A fuzzy substroke extractor for handwritten Chinese characters . Pattern Recognition , 29 (12) : 1963 – 1980 .
  • Zadeh , L. A. 1965 . Fuzzy sets . Information and Control , 8 : 338 – 353 .

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