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
fDate :
6/21/1905 12:00:00 AM
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;
Conference_Titel :
Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
Conference_Location :
Kobe
Print_ISBN :
0-7803-5467-2
DOI :
10.1109/ICIP.1999.821697
