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文章基本信息

  • 标题:Distortion Analysis Of Tamil Language Characters Recognition
  • 本地全文:下载
  • 作者:Gowri N. ; R. Bhaskaran
  • 期刊名称:International Journal of Computer Science Issues
  • 印刷版ISSN:1694-0784
  • 电子版ISSN:1694-0814
  • 出版年度:2011
  • 卷号:8
  • 期号:1
  • 出版社:IJCSI Press
  • 摘要:This research work demonstrates how character recognition can be done with a back propagation network and shows how to implement this using the MATLAB Neural Network toolbox. This is a slightly enhanced version of the character recognition application based on the MATLAB Neural Network toolbox. In this research article we are focusing on the distortion analysis of Tamil Language Characters in order to recognize them effectively using the neural network we have developed. We have used the commonly used representation method for recognizing digits and uppercase English letters as suggested by Guyon et.al to start with and built a method for Tamil language letters over it.
  • 关键词:Neural Network; Natural Language Characters recognition ; character shape representation; character classification; Pattern Recognition; Tamil Language Characters; Tamil Desktop Publishing; Feed forward network; Distortion
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