An efficient fuzzy method for handwritten character recognition

被引:0
|
作者
Ranawana, R [1 ]
Palade, V
Bandara, GEMDC
机构
[1] Univ Oxford, Comp Lab, Oxford OX1 3QD, England
[2] Univ Peradeniya, Fac Engn, Peradeniya, Sri Lanka
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The main challenge in handwritten character recognition involves the development of a method that can generate descriptions of the handwritten objects in a short period of time. Due to its low computational requirement, fuzzy logic is probably the most efficient method available for on-line character recognition. The most tedious task associated with using fuzzy logic for online character recognition is the building of the rule-base that would describe the characters to be recognized. The problem is complicated as different people write the same character in complete different ways. This paper describes a method that can be used to generate a fuzzy value database that describes the characters written by different individuals.
引用
收藏
页码:698 / 707
页数:10
相关论文
共 50 条
  • [11] APPLICATION OF FUZZY THEORY TO HANDWRITTEN CHARACTER-RECOGNITION
    KIMACHI, M
    TESHIGAWARA, M
    KANAYAMA, K
    SYSTEMS AND COMPUTERS IN JAPAN, 1995, 26 (02) : 36 - 44
  • [12] Unconstrained handwritten character recognition based on fuzzy logic
    Hanmandlu, M
    Mohan, KRM
    Chakraborty, S
    Goyal, S
    Choudhury, DR
    PATTERN RECOGNITION, 2003, 36 (03) : 603 - 623
  • [13] A CUSTOMIZABLE FUZZY SYSTEM FOR OFFLINE HANDWRITTEN CHARACTER RECOGNITION
    Batuwita, Rukshan
    Palade, Vasile
    Bandara, Dharmapriya C.
    INTERNATIONAL JOURNAL ON ARTIFICIAL INTELLIGENCE TOOLS, 2011, 20 (03) : 425 - 455
  • [14] A novel fuzzy approach for handwritten Arabic character recognition
    Maâmar Kef
    Leila Chergui
    Salim Chikhi
    Pattern Analysis and Applications, 2016, 19 : 1041 - 1056
  • [15] 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
  • [16] A handwritten character recognition method with ANN feedback
    Zhu, XY
    Shi, YF
    SIXTH INTERNATIONAL CONFERENCE ON DOCUMENT ANALYSIS AND RECOGNITION, PROCEEDINGS, 2001, : 255 - 259
  • [17] Applying a hybrid method to handwritten character recognition
    Chang, F
    Lin, CC
    Chen, CJ
    PROCEEDINGS OF THE 17TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, 2004, : 529 - 532
  • [18] Handwritten Chinese character recognition using fuzzy image alignment
    Li, Fangyi
    Shen, Qiang
    Li, Ying
    Mac Parthalain, Neil
    SOFT COMPUTING, 2016, 20 (08) : 2939 - 2949
  • [19] Handwritten Chinese character recognition using fuzzy image alignment
    Fangyi Li
    Qiang Shen
    Ying Li
    Neil Mac Parthaláin
    Soft Computing, 2016, 20 : 2939 - 2949
  • [20] Development of a Benchmark Odia Handwritten Character Database for an Efficient Offline Handwritten Character Recognition with a Chronological Survey
    Dey, Raghunath
    Balabantaray, Rakesh Chandra
    ACM TRANSACTIONS ON ASIAN AND LOW-RESOURCE LANGUAGE INFORMATION PROCESSING, 2023, 22 (06)