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工程图纸自动输入字符识别的二维隐性马尔可夫模型方法

2D-HMM BASED CHARACTER RECOGNITION OF THE ENGINEERING DRAWING

  • 摘要: 在分析了语音识别的一维马尔可夫模型(1D-HMM)方法的基础上,采用二维马尔可夫模型(2D-HMM)方法识别工程图纸中的各类印刷体汉字、较规范的手写仿宋体汉字、英文及阿拉伯数字,适用于多字体、倾斜字符识别等情形,抗噪声能力强,取得了较高的识别率.

     

    Abstract: In this paper,after the analysis of the HMM approach in speech recognition,a new character recognition method for the engineering drawings based on 2D-HMM is presented.This method can recognize the printed and handwriting Simulant-Song-Font Chinese character,English character and digit extracted from engineering drawings with high recognition accuracy.It is also suited for the case of multi-type fonts,slant character recognition with high tolerance to distortion and blur.

     

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