期刊文献+

文字相关的单字符字体识别方法 被引量:2

Single character font recognition of character dependent
下载PDF
导出
摘要 汉字具有丰富的字体类型,并且不同的字体在汉字结构上有显著的不同,现在的OCR技术侧重字的识别,而对字体识别的关注较少。提出文字相关的单字符字体识别方法,利用文字相关的先验信息及字体结构特征,对字体的相似性度量采用向量空间模型,并针对常用66款简体字进行实验,得到了较好的平均识别率。 Chinese characters have various fonts,and their structures show significant differences.OCR technology emphasizes on character recognition while font recognition does not get enough attention.This paper proposes character dependent font recognition approach,which makes use of prior information of character.The features are character discriminative structure features,and vector space model is used to obtain similarity measurement.Experimental results on 66 common used fonts show that average precision of each font is preferable.
出处 《计算机工程与应用》 CSCD 北大核心 2011年第10期158-160,共3页 Computer Engineering and Applications
关键词 字体识别 向量空间模型 汉字特征 font recognition vector space model Chinese character feature
  • 相关文献

参考文献6

二级参考文献17

  • 1ZRAMDINI A,INGOLD R.Optical font recognition using typographical features[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1998,20(8):877-882.
  • 2ZHU Y,TAN TN,WANG YH.Font recognition base on global texture analysis[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2001,23(10):1192-1200.
  • 3MALLATA S.A Wavelet Tour of Signal Processing[M].Academic Press,1998.
  • 4KHOUBYARI S,JONATHAN J.Font and function word identification in document recognition[J].Computer Vision and Image Understanding,1996,63(1):66 -74.
  • 5FANG Y,XUE DT,BAO LG.An improved font recognition method based on texture analysis computer[A].Proceeding of the First International Conference on Machine Learning and Cybemetics[C].Beijing,2002.4-5.
  • 6唐远炎,王玲.小波分析与文本文字识别[M].北京:科学出版社,2005.
  • 7Tan T N,IEEE Trans Pattern Anal Machine Intell,1998年,20卷,7期,751页
  • 8Ding Jie,Proceedings of the International Conference on Document Analysis,1996年,1023页
  • 9Shi H, Pavlidis T. Font Recognition and Contextual Processing for More Accurate Text Recognition. In: Proc of the International Conference on 1)ocument Analysis and Recognition. Ulm, Germany: IEEE Computer Society Press, 1997, 39 44.
  • 10Zramdini A, Ingold R. Optical Font Recognition Using Typographical Features. IEEE Trans on Pattern Analysis and Machine Intelligence, 1998, 20(8): 877- 882.

共引文献26

同被引文献10

引证文献2

相关作者

内容加载中请稍等...

相关机构

内容加载中请稍等...

相关主题

内容加载中请稍等...

浏览历史

内容加载中请稍等...
;
使用帮助 返回顶部