Machine-Printed Traditional Mongolian Characters Recognition Using BP Neural Networks
作者： Hongxi Wei , Guanglai Gao
DOI: 10.1109/CISE.2009.5364627
关键词:
摘要: This paper presents a new method to recognize machine-printed traditional Mongolian characters by using back-propagation (BP) neural networks. First, the set of is divided into five subsets according each character's position (initial, medial or final) within word and some steady structural features. Then, subset trained recognized BP network with particular architecture. Thus, there are networks in total, which can all characters. The experimental results provided show that have good performance for recognition.
sci-hub.se 参考文章(16)
David Touretzky, Robert Thibadeau, Robert Berger, Richard Romero, Neural Network Classifiers for Optical Chinese Character Recognition ,(1999)
M. Y. Mashor, Some Properties of RBF Network with Applications to System Identification ,(1999)
Adnan Amin, Sameer Singh, Optical Character Recognition: Neural Network Analysis of Hand-Printed Characters Lecture Notes in Computer Science. pp. 492- 499 ,(1998) , 10.1007/BFB0033271
Z. Shaaban, A New Recognition Scheme for Machine- Printed Arabic Texts based on Neural Networks World Academy of Science, Engineering and Technology, International Journal of Computer, Electrical, Automation, Control and Information Engineering. ,vol. 2, pp. 1458- 1461 ,(2008)
O. Batsamhan, Y.P. Singh, Mongolian character recognition using multilayer perceptron (MLP) international conference on neural information processing. ,vol. 2, pp. 621- 625 ,(2002) , 10.1109/ICONIP.2002.1198132
Omar I. Al Helalat, Ahmad M. Sarhan, Arabic Character Recognition using Artificial Neural Networks and Statistical Analysis World Academy of Science, Engineering and Technology, International Journal of Computer, Electrical, Automation, Control and Information Engineering. ,vol. 1, pp. 506- 510 ,(2007)
A.K. Jain, Jianchang Mao, K.M. Mohiuddin, Artificial neural networks: a tutorial computational science and engineering. ,vol. 29, pp. 31- 44 ,(1996) , 10.1109/2.485891
Nadir Farah, Labiba Souici, Mokhtar Sellami, Arabic word recognition by classifiers and context Journal of Computer Science and Technology. ,vol. 20, pp. 402- 410 ,(2005) , 10.1007/S11390-005-0402-9
M. D. Garris, R. A. Wilkinson, C. L. Wilson, Analysis of a biologically motivated neural network for character recognition Proceedings of the conference on Analysis of neural network applications - ANNA '91. pp. 160- 175 ,(1991) , 10.1145/106965.106967
Young Geun Shin, Won Gyo Jung, Dong-Sik Jang, Sang Sung Park, Optical Character Recognition System Using BP Algorithm ,(2008)