| 一种图像汉字智能识别机的研究 |
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| 引用本文： | 王建平,黄冉,王金玲,徐晓冰.一种图像汉字智能识别机的研究[J].合肥工业大学学报(自然科学版),2006,29(10):1268-1272. |
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| 作者姓名： | 王建平 黄冉 王金玲 徐晓冰 |
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| 作者单位： | 合肥工业大学,电气与自动化工程学院,安徽,合肥,230009;合肥工业大学,电气与自动化工程学院,安徽,合肥,230009;合肥工业大学,电气与自动化工程学院,安徽,合肥,230009;合肥工业大学,电气与自动化工程学院,安徽,合肥,230009 |
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| 摘 要： | 文章将智能控制与模式识别方法相结合,提出了一种仿人识字行为的图像汉字智能识别机;采用决策控制级、模式识别级和反馈校正并行式结构。决策控制级选择最佳的识别策略和参数,模式识别级进行多分类器结果融合识别,并根据对模式识别级输出的可信度判断结果进行反馈,校正识别方法和参数,最终提高汉字的识别效率。
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| 关 键 词： | 反馈 识别策略 多分类器结果融合 |
| 文章编号： | 1003-5060(2006)10-1268-05 |
| 修稿时间： | 2005年11月2日 |
An intelligent recognizing machine of Chinese character images |
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| WANG Jian-ping,HUANG Ran,WANG Jin-ling,XU Xiao-bing.An intelligent recognizing machine of Chinese character images[J].Journal of Hefei University of Technology(Natural Science),2006,29(10):1268-1272. |
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| Authors: | WANG Jian-ping HUANG Ran WANG Jin-ling XU Xiao-bing |
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| Abstract: | An intelligent recognizing machine of Chinese character images is presented in this paper.It combines intelligent control with pattern recognition.A parallel structure consisting of the decision-making level,the pattern recognition level and the feedback level is adopted.At the decision-making level,the best recognizing strategies and parameters are chosen.At the pattern recognition level,multi-classifier results fusion is carried out.At the feedback level,different results of recognition are fed back so as to revise the recognizing methods and parameters.This structure can increase the recognition efficiency. |
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| Keywords: | feedback recognizing strategy multi-classifier results fusion |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
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