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基于粗糙集方法的车牌识别算法

Methods on License Character Recognition based on Rough Sets
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摘要 采用粗糙集方法对车牌字符进行识别。对车牌图像进行必要的预处理后分割为16×16的像素矩阵,以此矩阵作为决策表中的条件属性构建决策表。采用遗传算法进行粗糙集规则提取。实验结果证明,此方法取得了良好的效果。 Using methods of Rough Sets to recognize the license character, after the necessary pre-processing of license image, we divided each character as a 16 × 16 matrix, which matrix is the condition attributes of decision table.Using genetic algorithms to extract rough sets rules, the result of experiment shows that it has a good affection.
作者 苏江涛
出处 《信息技术与信息化》 2005年第4期50-51,65,共3页 Information Technology and Informatization
关键词 粗糙集 车牌识别 遗传算法 车牌图像 识别算法 像素矩阵 规则提取 决策表 预处理 字符 Rough Sets License Character recognition Genetic Methods
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参考文献5

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  • 2Jan G. Bazan, Hung Son Nguyen, Sinh Hoa Nguyen: Rough Set Algorithms in Classification Problem [A].Boston :Kluwer Academic Publishers,2003.
  • 3Bazan J G,Skowron A,Synak P:Dynamic reducts as a tool for extracting laws from decisions tables [A]. In:Ras Z W,Zemankiva M. Methodologies for Intelligent Systems[C]. Berlin:Springer-Verlag,1994:346-355.
  • 4J. Grzymala-Busse: A New Version of the Rule Induction SystemLERS Fundamenta Informaticae,[A],Vol. 31(1) 1997
  • 5J. Wroblewski:Finding minimal reducts using genetic algorithms. In Proc. Second International Joint Conference on Information Sciences[A]. Sept. 1995.

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