DocumentCode
394128
Title
Mongolian character recognition using multilayer perceptron (MLP)
Author
Batsamhan, O. ; Singh, Y.P.
Author_Institution
Fac. of Inf. Technol., Multimedia Univ., Selangor, Malaysia
Volume
2
fYear
2002
fDate
18-22 Nov. 2002
Firstpage
621
Abstract
This paper presents Mongolian character recognition using MLP. The study focuses on single size and single font Mongolian characters recognition by feedforward Neural Networks (NN). The training set consists of Mongolian character images in Arial Mon font. The performance of this MLP is evaluated based on a database of Mongolian character images. The simulation results are provided to show the performance of MIP classifier for Mongolian character recognition.
Keywords
backpropagation; character recognition; image classification; multilayer perceptrons; MLP; Mongolian character recognition; backpropagation; feedforward neural networks; learning algorithm; multilayer perceptron; training set; Backpropagation algorithms; Character recognition; Cost function; Feedforward neural networks; Image recognition; Multi-layer neural network; Multilayer perceptrons; Neural networks; Neurons; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN
981-04-7524-1
Type
conf
DOI
10.1109/ICONIP.2002.1198132
Filename
1198132
Link To Document