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支持向量机的古汉字识别研究 被引量:2

Ancient Chinese Character Recognition Research Based on Support Vector Machines
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摘要 模式识别问题中,国内外学者对汉字的识别开展了较深入的研究。该文研究多种分类识别方法的优缺点及适用范围,确立采用支持向量机的方法对古汉字进行识别研究,结果表明,支持向量机方法与其他分类方法相比,对于古汉字有更高的识别效率。 In pattern recognition problem,Chinese character recognition has done in-depth research by domestic and overseas scholars in recent years.In this paper,The advantages and disadvantages,the scope of application of every method are compared.Then emphasizes on Support Vector Machines,Simulation results show that SVM method has the best recognition efficiency than others.
作者 孙华 李爱平
出处 《电脑知识与技术》 2013年第6X期4296-4298,共3页 Computer Knowledge and Technology
基金 湖南省教育厅科学研究项目(项目编号:10C0444)
关键词 汉字识别 模式识别 分类识别 Chinese character recognition pattern recognition Classification and Recognition
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  • 1刘晓旻,谭华春,章毓晋.人脸表情识别研究的新进展[J].中国图象图形学报,2006,11(10):1359-1368. 被引量:62
  • 2Kuncheva L I. Decision Templates for Multiple Classifier Fusion: An Experimental Comparison[J]. Pattern Recognition, 2001, 34(2): 299-314.
  • 3Alexandru N M, Caruana R. Predicting Good Probabilities with Supervised Learning[C]//Proc. of ICML'05. Bonn, Germany: [s. n.], 2005: 625-632.
  • 4Dai Ruwei,Liu Chenglin,Xiao Baihua.Chinese Character Recognition:History,Status and Prospects[J].Frontiers of Computer Science in China,2007,1(2):126-136.
  • 5Shin J,Sakoe H.Optimal Stroke-correspondence Search Method for On-line Character Recognition[J].Pattern Recognition Letters,2002,23(6):601-608.
  • 6Lee Seong-whan,Kim Chang-hun,Ma Hong,et al.Multiresolution Recognition of Unconstrained Handwritten Numerals with Wavelet Transform and Multilayer Cluster Neural Network[J].Pattern Recognition,1996,29(12):1953-1961.
  • 7Hu Jiangying,Lim Sok-gek,Michael K.Writer Independent On-line Handwriting Recognition Using an HMM Approach[J].Pattern Recognition,2000,33(1):133-147.
  • 8Su Tonghua,Zhang Tianwen,Qiu Zhaowen,et al.Hmm-based System for Transcribing Chinese Hand Writing[C] //Proc.of the 6th International Conference on Machine Learning and Cybernetics.Hong Kong,China:[s.n.] ,2007.
  • 9Li Yanfang,Yang Huamin,Xu Jing.Chinese Character Recognition Method Based on Multi-features and Parallel Neural Network Computation[C] //Proc.of the 3rd InternationalConference on Advanced Intelligent Computing Theories and Applications.Qingdao,China:[s.n.] ,2007.
  • 10Fu Chang.Techniques for Solving the Large-scale Classification Problem in Chinese Handwriting Recognition[C] //Proc.of the 2006 Conference on Arabic and Chinese Handwriting Recognition.College Park,USA:Springer-Verlag,2008.

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