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一种改进的模板匹配算法
引用本文:罗中兵,付忠良,阮波.一种改进的模板匹配算法[J].计算机应用,2002,22(3):28-30.
作者姓名:罗中兵  付忠良  阮波
作者单位:中国科学院,成都计算机应用研究所,四川,成都,610041
摘    要:近几年来,数字图像处理在印刷质量自动检测系统中的应用得到了飞速的发展,寻找一种快速简单,自适应强,检测精度高的算法已引起了许多研究者的关注,文中在印刷质量检测过程中所用到的传统模板匹配的基础上提出了一种改进的新算法,在新算法中较详细的介绍了如何将多幅模板图像的特征综合为一个标准模板,如何随实时图像的不断变化对标准模板进行调整的自学习方法等,并通过实验证明新算法具有自适应性强和检测精度高等特点。

关 键 词:数字图像处理  建模  模板匹配  印刷质量检测  算法  图像处理  计算机
文章编号:1001-9081(2002)3-0028-03
修稿时间:2001年10月16

AN IMPROVED TEMPLATE MATCHING ALGORITHM
LUO Zhong bin,FU Zhong liang,RUAN Bo.AN IMPROVED TEMPLATE MATCHING ALGORITHM[J].journal of Computer Applications,2002,22(3):28-30.
Authors:LUO Zhong bin  FU Zhong liang  RUAN Bo
Abstract:In recent years, the application of digital image processing to the print quality inspection system developed greatly. Many researchers focus on searching for a simple and fast algorithm with self-adjusting capability and high inspection precision. In this paper, an improved new algorithm, based on the traditional pattern matching method applied in the process of print quality inspection, is presented. In the new algorithm, we deliberately introduce how to synthesize characteristics of many templates into a standard template and how to adjust the standard template according to the variation of real-time images. And the results of experiments indicate the new algorithm has the advantages of self-adjusting capability and high inspection precision.
Keywords:digital image processing  modeling  pattern matching  print quality inspection
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