Character Recognition In Neural Networks Using BackPropagation Method

被引：0
作者：
Tuli, Ruchi [1 ]
机构：
[1] Yanbu Univ Coll, Yanbu Al Sinaiyah, Saudi Arabia
来源：
PROCEEDINGS OF THE 2013 3RD IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC) | 2013年
关键词：
Neural Networks; character recognition; back propagation;
D O I：
暂无
中图分类号：
TP301 [理论、方法];
学科分类号：
081202 ;
摘要：
One of the most classical applications of the Artificial Neural Network is the Character Recognition System. This system is the base for many different types of applications in various fields, many of which we use in our daily lives. This paper attempts to recognize the characters using a back propagation algorithm and studies the effect of variations of error percentage with number of hidden layers in a neural network. First, the aim is to recognize the twenty-six characters i.e. from A to Z &a to z and then to create a network that could recognize the numerals correctly.
引用
收藏
页码：593 / 599
页数：7
相关论文
共 50 条
[21]   An Effect of Noise in Printed Character Recognition System Using Neural Network [J].
Gheorghita, Sandel ;
Munteanu, Radu ;
Graur, Adrian .
ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING, 2013, 13 (01) :65-68
[22]   Efficient training of backpropagation neural networks [J].
Otair, Mohammed A. ;
Salameh, Walid A. .
NEURAL NETWORK WORLD, 2006, 16 (04) :291-311
[23]   Assamese Character Recognition with Artificial Neural Networks [J].
Aydin, Musa ;
Celik, Enes .
2013 21ST SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2013,
[24]   NEURAL NETWORKS IN A CHARACTER RECOGNITION MOBILE APPLICATION [J].
Zelenina, L. I. ;
Khaimina, L. E. ;
Khaimin, E. S. ;
Antufiev, D. I. ;
Zashikhina, I. M. .
MATHEMATICS AND INFORMATICS, 2020, 63 (05) :484-500
[25]   The feature extraction in character recognition with a neural networks [J].
Li, P ;
Mu, XF .
INSTRUMENTS FOR OPTICS AND OPTOELECTRONIC INSPECTION AND CONTROL, 2000, 4223 :251-253
[26]   Handwritten Character Recognition with Artificial Neural Networks [J].
Kouamo, Stephane ;
Tangha, Claude .
DISTRIBUTED COMPUTING AND ARTIFICIAL INTELLIGENCE, 2012, 151 :535-+
[27]   Recognition of online isolated handwritten characters by backpropagation neural nets using sub-character primitive features [J].
Zafar, Muhammad Faisal ;
Mohamad, Dzulkifli ;
Anwar, Muhammad Masood .
10TH IEEE INTERNATIONAL MULTITOPIC CONFERENCE 2006, PROCEEDINGS, 2006, :157-+
[28]   Reliable classification using neural networks: a genetic algorithm and backpropagation comparison [J].
Sexton, RS ;
Dorsey, RE .
DECISION SUPPORT SYSTEMS, 2000, 30 (01) :11-22
[29]   Satellite Image Encryption Using Neural Networks Backpropagation [J].
Ismail, I. A. ;
Galal-Edeen, Galal H. ;
Khattab, Sherif ;
El Bahtity, Mohamed Abd Elhamid M. .
2012 22ND INTERNATIONAL CONFERENCE ON COMPUTER THEORY AND APPLICATIONS (ICCTA), 2012, :148-152
[30]   Printed Malayalam Character Recognition Using Back-propagation Neural Networks [J].
Rahiman, M. Abdul ;
Rajasree, M. S. .
2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3, 2009, :197-201
12345