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型;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。
A new method is introduced for character recognition based on graph and feature primitives' representation of multivariate graph. Firstly, the character informations is transformed to data and displayed into star plot template. Then the structural information 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 letter recognition is taken and better result is obtained.