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
  • [1] An Efficient Feature Extraction Method for Handwritten Character Recognition
    Rani, Manju
    Meena, Yogesh Kumar
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT II, 2011, 7077 : 302 - 309
  • [2] An efficient fuzzy method for Bangla handwritten numerals recognition
    Hoque, Mohammed Moshiul
    Islam, Md. Mainul
    Ali, Muhammad Masroor
    ICECE 2006: PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON ELECTRICAL AND COMPUTER ENGINEERING, 2006, : 197 - +
  • [3] Fuzzy logic based handwritten character recognition
    Hanmandlu, M
    Mohan, KRM
    Gupta, V
    INTERNATIONAL CONFERENCE ON IMAGE PROCESSING - PROCEEDINGS, VOL III, 1997, : 714 - 717
  • [4] FUZZY LOGIC FOR HANDWRITTEN NUMERAL CHARACTER RECOGNITION
    SIY, P
    CHEN, CS
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1974, SMC4 (06): : 570 - 575
  • [5] Fuzzy logic based handwritten character recognition
    Hanmandlu, M
    Mohan, KRM
    Chakraborty, S
    Goel, S
    2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, 2001, : 42 - 45
  • [6] Optimized and Efficient Feature Extraction Method for Devanagari Handwritten Character Recognition
    Ansari, Saniya
    Sutar, Udaysingh
    2015 IEEE INTERNATIONAL CONFERENCE ON INFORMATION PROCESSING (ICIP), 2015, : 11 - 15
  • [7] Bangla Handwritten Character Recognition Method
    Nahar, Lutfun
    2022 IEEE INTERNATIONAL IOT, ELECTRONICS AND MECHATRONICS CONFERENCE (IEMTRONICS), 2022, : 350 - 354
  • [8] A novel fuzzy approach for handwritten Arabic character recognition
    Kef, Maamar
    Chergui, Leila
    Chikhi, Salim
    PATTERN ANALYSIS AND APPLICATIONS, 2016, 19 (04) : 1041 - 1056
  • [9] Hybrid of HMM and Fuzzy Logic for Handwritten Character Recognition
    Suliman, Azizah
    Shakil, Asma
    Sulaiman, Md. Nasir
    Othman, Mohamed
    Wirza, Rahmita
    INTERNATIONAL SYMPOSIUM OF INFORMATION TECHNOLOGY 2008, VOLS 1-4, PROCEEDINGS: COGNITIVE INFORMATICS: BRIDGING NATURAL AND ARTIFICIAL KNOWLEDGE, 2008, : 949 - +
  • [10] Handwritten character recognition using a fuzzy associative memory
    Odahara, T
    Nakanishi, J
    Morifuji, T
    Nagasugi, S
    Inagawa, N
    Yamakawa, T
    PROGRESS IN CONNECTIONIST-BASED INFORMATION SYSTEMS, VOLS 1 AND 2, 1998, : 1161 - 1165