| 基于雷达图表示原理的英文字符识别方法 |
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| 引用本文： | 高海波,洪文学,樊凤杰,崔建新.基于雷达图表示原理的英文字符识别方法[J].燕山大学学报,2008,32(5). |
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| 作者姓名： | 高海波 洪文学 樊凤杰 崔建新 |
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| 作者单位： | 燕山大学,电气工程学院,河北,秦皇岛,066004 |
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| 摘 要： | 在多元数据多元图表示原理理论基础上,提出了一种新的字符模式识别方法.首先基于多元数据雷达图表示原理进行字符的非数值数据-数值数据变换,进而实现字符信息的雷达图表示;然后对待识别字符进行多元图图形基元和特征基元分析,形成字符识别的多元图基元表示模犁;最后在字符识别的多元图基元表示模型基础上实现字符识别.本文以手写体大写英文字符的识别为例介绍该方法,通过实验证明该方法具有较好的识别效果.
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| 关 键 词： | 多元图表示 图形基元 字符识别 雷达图 |
Character recognition based on star plot presentation of multivariate data |
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| GAO Hai-bo,HONG Wen-xue,FAN Feng-jie,CUI Jian-xin.Character recognition based on star plot presentation of multivariate data[J].Journal of Yanshan University,2008,32(5). |
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| Authors: | GAO Hai-bo HONG Wen-xue FAN Feng-jie CUI Jian-xin |
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| Institution: | GAO Hai-bo 1,HONG Wen-xue 1,FAN Feng-jie 1,CUI Jian-xin 1 (1. College of Electrical Engineering,Yanshan University,Qinhuangdao,Hebei 066004,China) |
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| Abstract: | A new method is introduced for characterrecognition based on graph and feature primitives' representationofmultivariate graph. Firstly, the characterinformationsistransformedto data and displayed into star plottemplate. Then the structuralinformation of multivariate is analyzed based on the graph primitives and feature primitives of multivariate graph. Finally, the graph primitives' representation model of character is formed and character is recognized. Some experiments of handwriting capital English lette... |
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| Keywords: | graphical representation of multivariate data graph primitives character recognition star plot |
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