›› 2014, Vol. 27 ›› Issue (1): 139-.

• 论文 • 上一篇    下一篇

Matlab环境下图像配准方法

邓兵华,张明   

  1. (长沙理工大学 电气与信息工程学院,湖南 长沙 410114)
  • 出版日期:2014-01-15 发布日期:2014-01-12
  • 作者简介:邓兵华(1987—),男,硕士研究生。研究方向:数字图像处理。E-mail:469083819@qq.com

Methods of Image Registration Based on Matlab

 DENG Bing-Hua, ZHANG Ming   

  1. (College of Electrical and Information Engineering,Changsha University of Science and Technology,Changsha 410114,China)
  • Online:2014-01-15 Published:2014-01-12

摘要:

图像配准是图像处理的重要前期步骤,直接影响图像处理的精度。图像配准应用于多个研究领域,比如医学图像的配准,多数据源遥感图像的配准等。Matlab以其强大的矩阵运算功能及丰富的图像处理函数等,在图像处理方面占有明显的优势。文中阐述了在Matlab环境下图像配准的实现过程,最后对其进行评价。将Matlab与VC编程相结合,可提高运行速度、精度,减少了程序代码,且效果良好。

关键词: 图像配准, Matlab, 互相关法, 匹配控制点

Abstract:

Image registration is an important early step in image processing,and directly affects the precision of image processing.Image registration is applied to many research fields,such as medical image registration and multiple data source for remote sensing image registration.Matlab has advantages in image processing with its powerful matrix calculation function and abundant image processing function.This paper describes the process of image registration based on MATLAB,finally,and evaluates these methods.The combination of Matlab and VC programming can improve the speed and precision of program running with fewer codes and better effect.

Key words: image registration;Matlab;cross-correlation method;matching control points

中图分类号: 

  • TP391.41