Character Image Recognition Based on the Improved BP Neural Network

被引：2
|
作者：
Zhao, Hong [1 ]
机构：
[1] China Jiliang Univ, Sch Mechatron Engn, Hangzhou, Zhejiang, Peoples R China
来源：
INFORMATION TECHNOLOGY FOR MANUFACTURING SYSTEMS II, PTS 1-3 | 2011年 / 58-60卷
关键词：
neural network; BP algorithm; character image recognition;
D O I：
10.4028/www.scientific.net/AMM.58-60.2655
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper raises a kind of improved BP algorithm in order to compensate for some shortcomings which exist in traditional BP neural network. It has been applied to the recognition of character images. Computer simulation results demonstrate that it does bring about an ideal result.
引用
收藏
页码：2655 / 2658
页数：4
相关论文
共 50 条
  • [41] Improved BP neural network for image super-resolution
    Zhu, Fu-Zhen
    Zhu, Bing
    Li, Pei-Hua
    Ding, Qun
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2014, 36 (06): : 1215 - 1219
  • [42] Automatic recognition of woven fabric pattern based on image processing and BP neural network
    Pan, Ruru
    Gao, Weidong
    Liu, Jihong
    Wang, Hongbo
    [J]. JOURNAL OF THE TEXTILE INSTITUTE, 2011, 102 (01) : 19 - 30
  • [43] Research on Image Edge Detection Algorithm Based on Eigenvector and Improved BP Neural Network
    Yu, Mingyang
    Huang, Xiaoyu
    [J]. PROCEEDINGS OF THE ADVANCES IN MATERIALS, MACHINERY, ELECTRICAL ENGINEERING (AMMEE 2017), 2017, 114 : 667 - 673
  • [44] Improved Architecture of the Feedforward Neural Network for Image Recognition
    Seow, Ching Loong
    Aziz, Mina A. S.
    Yahya, Samer
    Almurib, Haider A. F.
    Moghavvemi, Mahmoud
    [J]. 2016 IEEE INDUSTRIAL ELECTRONICS AND APPLICATIONS CONFERENCE (IEACON), 2016, : 280 - 286
  • [45] License Plate Character Recognition Algorithm based on Filled Function Method Training BP Neural Network
    Zhang, Ying
    Xu, Yingtao
    Ding, Gejian
    [J]. 2008 CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-11, 2008, : 3886 - +
  • [46] Off-line handwritten Chinese character recognition based on GA optimization BP neural network
    Chen, Huan
    Huang, Xiangnian
    Cheng, Ping
    Xu, Yan
    [J]. PROCEEDINGS OF THE 2013 INTERNATIONAL CONFERENCE ON INFORMATION, BUSINESS AND EDUCATION TECHNOLOGY (ICIBET 2013), 2013, 26 : 164 - 167
  • [47] Design and Hardware Implementation of Image Recognition System Based on Improved Neural Network
    改进神经网络的图像识别系统设计与硬件实现
    [J]. Wei, Dong (weidong@bucea.edu.cn), 1828, Science Press (43): : 1828 - 1833
  • [48] A Vision Chip Architecture for Image Recognition Based on Improved Convolutional Neural Network
    Guo, Jijia
    Wang, Xin'an
    Huang, Jipan
    Tang, Yue
    Song, Boyang
    Liu, Jipeng
    Lu, Haifang
    Yang, Zhiqiang
    [J]. 2016 IEEE INTERNATIONAL CONFERENCE ON ELECTRON DEVICES AND SOLID-STATE CIRCUITS (EDSSC), 2016, : 310 - 313
  • [49] An Improved Convolutional Neural Network-Based Scene Image Recognition Method
    Wang, Pinhe
    Qiao, Jianzhong
    Liu, Nannan
    [J]. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 2022
  • [50] Design and Hardware Implementation of Image Recognition System Based on Improved Neural Network
    Wei Dong
    Dong Bochen
    Liu Yiqing
    [J]. JOURNAL OF ELECTRONICS & INFORMATION TECHNOLOGY, 2021, 43 (07) : 1828 - 1833
12345