| 基于Boosting算法的车牌汉字识别 |
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| 引用本文： | 阴国富. 基于Boosting算法的车牌汉字识别[J]. 现代电子技术, 2006, 29(17): 127-129 |
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| 作者姓名： | 阴国富 |
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| 作者单位： | 西安电子科技大学,陕西,西安,710071;渭南师范学院,陕西,渭南,714000 |
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| 基金项目： | 渭南师范学院科研基金资助项目(06YKS032) |
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| 摘 要： | 对AdaBoost算法作了详细的分析:AdaBoost是一种有效的分类器组合方法,他用某个分类算法生成一系列的基分类器,每个基分类器的训练依赖于在其之前产生的分类器的分类结果,基分类器在训练集上的错误率用于调整训练样本的概率分布,最终分类器通过单个基分类器的加权投票建立起来。最后将该算法应用于车牌照的汉字识别,对识别效率有大幅度提高。
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| 关 键 词： | Boosting AdaBoost 分类器 车牌汉字识别 |
| 文章编号： | 1004-373X（2006）17-127-03 |
| 收稿时间： | 2006-06-23 |
| 修稿时间： | 2006-06-23 |
Application of Boosting Algorithm to Chinese Characters Recognition of License Plate |
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| YIN Guofu. Application of Boosting Algorithm to Chinese Characters Recognition of License Plate[J]. Modern Electronic Technique, 2006, 29(17): 127-129 |
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| Authors: | YIN Guofu |
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| Abstract: | The article makes the detailed analysis to the AdaBoost algorithm:AdaBoost is a kind of valid classification machine combination method,and it uses some classification algorithm makes a series of basic classification machine.Each basic classifier categorize the training of the machine depend on in output classification machine before it of classification result.Basic classifier at the training gather up of mistake rate used for to adjust to train the sample all the rate distribute,the end classification machine added the power vote to build up through a basic classifier.Finally the article studies application of Boosting algorithm to Chinese characters recognition of license plate. |
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| Keywords: | Boosting AdaBoost classifier Chinese characters relognition of license plate |
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