DocumentCode
1595444
Title
A fuzzy neural network for Vietnamese character recognition
Author
Hoai Le, Bac ; Hoang Le, Thai ; Hoang, Kiem
Author_Institution
Dept. of Inf. Technol., Natural Sci. Univ., HoChiMinh City, Viet Nam
Volume
1
fYear
1999
fDate
6/21/1905 12:00:00 AM
Firstpage
585
Abstract
In this research, on the background of a combination between Neural Network and Fuzzy Logic theories applying to the field of recognition, we have developed our four-layer feedforward Fuzzy Neural Network (FNN) as a solution to solve Vietnamese character recognition problems. Our first-step experiments of FNN were applied for 28 Vietnamese accent characters in VNI-Times font. Our obtained testing results prove the availability of FNN as a good solution even to bad-quality patterns with high distortion rate
Keywords
character recognition; feedforward neural nets; fuzzy neural nets; Vietnamese character recognition; character recognition; feedforward Fuzzy Neural Network; fuzzy neural network; Artificial neural networks; Character recognition; Feedforward neural networks; Fuzzy logic; Fuzzy neural networks; Fuzzy systems; Neural networks; Neurons; Pattern recognition; Smoothing methods;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location
Kobe
Print_ISBN
0-7803-5467-2
Type
conf
DOI
10.1109/ICIP.1999.821697
Filename
821697
Link To Document