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文章基本信息

  • 标题:Recognition of Tifinaghe Characters Using a Multilayer Neural Network
  • 本地全文:下载
  • 作者:Professor Rachid El Yachi ; Professor Mohamed Fakir ; Mr. Belaid Bouikhalene
  • 期刊名称:International Journal of Image Processing (IJIP)
  • 电子版ISSN:1985-2304
  • 出版年度:2011
  • 卷号:5
  • 期号:2
  • 页码:109-118
  • 出版社:Computer Science Journals
  • 摘要:In this paper, we present an off line Tifinaghe characters recognition system. Texts are scanned using a flatbed scanner. Digitized text are normalised, noise is reduced using a median filter, baseline skew is corrected by the use of the Hough transform, and text is segmented into line and lines into words. Features are extracted using the Walsh Transformation. Finally characters are recognized by a multilayer neural network.
  • 关键词:character recognition; neural network; image analysis
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