A handwritten Chinese character recognition system based on neural-fuzzy theory

被引：0
|
作者：
Yang, HT
Lin, JW
Lee, SJ
机构：
来源：
SMC '97 CONFERENCE PROCEEDINGS - 1997 IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN, AND CYBERNETICS, VOLS 1-5: CONFERENCE THEME: COMPUTATIONAL CYBERNETICS AND SIMULATION | 1997年
关键词：
D O I：
暂无
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper, we propose a stroke-based handwritten Chinese character recognition system, based on neural networks and fuzzy set theory. Our system consists of three main modules that perform stroke extraction, feature extraction, and recognition, respectively. With the introduction of neural net technique and fuzzy set theory, the capability of tolerating transitional and rotational displacements is obtained. The system has been successfully implemented. Two kinds of experiments on similar Chinese characters have been done. One is based on 15 Chinese characters with the same radical. The average recognition rate in this experiment is 97%. The other is based on 23 similar Chinese characters. With 40 training samples for each character, a 91% recognition rate is achieved.
引用
收藏
页码：1492 / 1497
页数：6
相关论文
共 50 条
  • [1] Handwritten Chinese character recognition based on fuzzy direction feature
    Wang, Z.Q.
    Ye, H.
    Sun, X.H.
    Yang, J.Y.
    Moshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence, 2001, 14 (03):
  • [2] A fuzzy classification based system for handwritten character recognition
    Frosini, G
    Lazzerini, B
    Maggiore, A
    Marcelloni, F
    1998 SECOND INTERNATIONAL CONFERENCE ON KNOWLEDGE-BASED INTELLIGENT ELECTRONIC SYSTEMS, KES '98, PROCEEDINGS, VOL, 3, 1998, : 61 - 65
  • [3] Handwritten Chinese Character Recognition Based on Residual Neural Network
    Li, Min
    PROCEEDINGS OF 2023 7TH INTERNATIONAL CONFERENCE ON ELECTRONIC INFORMATION TECHNOLOGY AND COMPUTER ENGINEERING, EITCE 2023, 2023, : 1715 - 1719
  • [4] A neural network based classifier for handwritten Chinese character recognition
    Wu, MR
    Zhang, B
    Zhang, L
    15TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS: PATTERN RECOGNITION AND NEURAL NETWORKS, 2000, : 561 - 564
  • [5] A Fuzzy Image Congealing-based Handwritten Chinese Character Recognition and Classification System
    Li, Fangyi
    Shen, Qiang
    Li, Ying
    Mac Parthalain, Neil
    2014 14TH UK WORKSHOP ON COMPUTATIONAL INTELLIGENCE (UKCI), 2014, : 111 - 118
  • [6] A stroke-based neuro-fuzzy system for handwritten Chinese character recognition
    Lin, JW
    Lee, SJ
    Yang, HT
    APPLIED ARTIFICIAL INTELLIGENCE, 2001, 15 (06) : 561 - 586
  • [7] Handwritten Chinese Character Recognition Based on Primitive and Fuzzy Features via the SEART Neural Net Model
    Hahn-Ming Lee
    Chung-Chieh Sheu
    Jyh-Ming Chen
    Applied Intelligence, 1998, 8 : 269 - 285
  • [8] Handwritten Chinese character recognition based on primitive and fuzzy features via the SEART neural net model
    Lee, HM
    Sheu, CC
    Chen, JM
    APPLIED INTELLIGENCE, 1998, 8 (03) : 269 - 285
  • [9] Chinese character recognition based on the theory of intelligent neural network system
    Leng, Liqin
    Li, Tao
    Wang, Xianwang
    Wang, Haibin
    Xiaoxing Weixing Jisuanji Xitong/Mini-Micro Systems, 2000, 21 (10): : 1032 - 1034
  • [10] Deep Neural Networks for Handwritten Chinese Character Recognition
    Maidana, Renan G.
    Monteiro, Juarez
    Granada, Roger
    Amory, Alexandre M.
    Barros, Rodrigo C.
    2017 6TH BRAZILIAN CONFERENCE ON INTELLIGENT SYSTEMS (BRACIS), 2017, : 192 - 197
12345