文献类型：期刊文献

中文题名：基于印刷缺陷检测的图像配准方法研究

英文题名：Image registration based on label printing defect detection

作者：胡方尚[1];郭慧[1];邢金鹏[2];王勇[3]

机构：[1]华东理工大学机械与动力工程学院,上海200237;[2]聊城大学东昌学院,山东聊城252000;[3]公安部上海消防研究所,上海200438

年份：2017

卷号：43

期号：1

起止页码：16

中文期刊名：光学技术

外文期刊名：Optical Technique

收录：CSTPCD;;Scopus;北大核心:【北大核心2014】；CSCD:【CSCD_E2017_2018】；

基金：国家863计划资助项目(2012AA041502);上海市科委资助项目(14dz1206802)

语种：中文

中文关键词：图像配准;数学形态学;Hough变换;相位相关;文本图像

外文关键词：image registration; mathematical morphology; Hough transform; phase correlation; text image

摘要：图像配准是机器视觉和图像处理的重要研究内容,针对印刷缺陷检测中图像配准效率低、误差大等问题,提出了区别于普通连续色调图像的新方法。采用数学形态学和Hough变换的方法检测图像配准的旋转角和缩放因子,并基于相位相关原理对傅里叶变换的范围进行改进,求取待检图像和标准图像之间的相对偏移量,最终实现文本印刷图像的高效配准。实验结果表明,平均配准误差控制在1个像素范围以内,而且整个配准过程在1s内完成,对文本图像具有较好地配准效果,能为文本印刷品的质量检测奠定良好的基础。
Image registration is important research content of machine vision and image processing. A new idea and method is proposed aiming at the problem of text image registration in printing detection. The rotation angle and scale are detected by the method of mathematical morphology and Hough transform. The relative offset between the image and the standard image is obtained by using the improved local phase correlation method, and finally the text image registration is realized. The experimental results show that the method has high accuracy, strong robustness, fast speed and better reg- istration effect for text image, which can lay a good foundation for the quality inspection of the text printed matter.