Image Registration Algorithm Based on Template Matching

高军 1; 2; 李学伟 1; 张建 2; 卢秉恒 1

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Image Registration Algorithm Based on Template Matching

更新时间：2025-12-08

- Image Registration Algorithm Based on Template Matching
- Vol. 41, Issue 3, Pages: 307-311(2007)
- 作者机构：
  
  1. 西安交通大学机械工程学院,西安,710049
  2. 山东理工大学机械工程学院,淄博,255049
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP391
- Online First：10 March 2007，
  
  Published：2007
- 稿件说明：
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高军 1, 2, 李学伟 1, et al. Image Registration Algorithm Based on Template Matching[J]. 2007, 41(3): 307-311.
DOI：

高军 1, 2, 李学伟 1, et al. Image Registration Algorithm Based on Template Matching[J]. 2007, 41(3): 307-311. DOI：

摘要

在研究传统图像匹配方法和分色理论的基础上

提出了基于模板匹配的图像配准算法.在将标准图像和待测图像分别分色的基础上

采用序贯相似性检测算法对各色灰度图像分别进行模板匹配

并根据匹配数据

对图像进行平移、缩放及旋转操作

使两幅图像能够在空间上配准.实验表明

算法的效率和精度与采集设备的分辨率、模板选取以及匹配区域大小等因素有关

与传统图像配准算法相比

效率和精度分别提高了30%和35%以上

不仅满足了彩色精密印刷品质量检测的要求

而且还可应用于其他图像快速配准的过程中.

Abstract

An image registration algorithm based on template matching is presented in view of the conventional methods of image matching and the principle of color separation. According to color separation between standard images and inspected images

the template matching is processed respectively in each pair of separated color images with sequential similarity detection algorithm(SSDA). Then the two images are spatially registered more rapidly and accurately by a series of operations such as reciprocating

zooming and revolving based on template matching data. The experimental results illustrate that the efficiency and accuracy of the image registration algorithm are related to the choice of templates and matching areas and can be improved respectively above 30% and 35% compared with conventional methods to satisfy the requirement of quality inspection of precise printing and to apply to other rapid image registration processes.

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references

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李学伟. 基于图像处理和识别技术的彩色印品质量检测系统的研究[D].淄博:山东理工大学机械工程学院,2006.

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