Enhancing Bengali character recognition process applying heuristics on Neural Network

被引：0
|
作者：
Sarowar, Golam [1 ]
Naser, M. A. [1 ]
Nizamuddin, S. M. [1 ]
Hamid, Nafiz I. B. [1 ]
Mahmud, Adnan [1 ]
机构：
[1] Islamic Univ Technol, Gazipur 1704, Bangladesh
来源：
INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY | 2009年 / 9卷 / 06期
关键词：
Character recognition; neural network; backpropagation;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Recognition of Bengali characters by neural network has received much attention already. Better preprocessing and feature extraction may fail to give better accuracy if the recognition process (includes training and testing) is incompetent. In this paper, some heuristics are proposed to make the backpropagation training algorithm perform better. Finally, character recognition accuracy results obtained from different algorithms are compared.
引用
收藏
页码：154 / 158
页数：5
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