计算机工程与应用 ›› 2008, Vol. 44 ›› Issue (13): 185-187.

• 图形、图像、模式识别 • 上一篇    下一篇

基于提升格式小波变换的医学图像融合技术

董卫军1,2,樊养余1,周明全2   

  1. 1.西北工业大学 电子信息学院,西安 710072
    2.西北大学 信息科学与技术学院,西安 710069
  • 收稿日期:2007-03-05 修回日期:2007-09-28 出版日期:2008-05-01 发布日期:2008-05-01
  • 通讯作者: 董卫军

New technique research of medical image fusion based on lifting scheme wavelet transform

DONG Wei-jun1,2,FAN Yang-yu1,ZHOU Ming-quan2   

  1. 1.School of Electronics and Information,Northwestern Polytechnical University,Xi’an 710072,China
    2.College of Information Science and Technology,Northwest University,Xi’an 710069,China
  • Received:2007-03-05 Revised:2007-09-28 Online:2008-05-01 Published:2008-05-01
  • Contact: DONG Wei-jun

摘要: 图像融和是对取自不同时间、不同传感器或不同视角的同一场景的两幅图像或者多幅图像进行信息融合的过程,主要用于消除来自不同传感器图像中目标的位置差异。在分析常见算法的基础上,提出了一种新医学图像融合算法,新算法以提升格式小波变换为基础,利用图像多级小波分解后近似分量的轮廓相似性进行图像的快速融合。实验结果表明,新方法高效精确。

关键词: 小波变换, 图像融合, 提升格式, 不变矩

Abstract: Image fusion is the process of matching two or more images that from the same scene derived which from different time,different sensors or different views of angle,mainly used to eliminate the variation of position of targets from different sensor images.Give a new medical image fusion algorithm which in the basis of researching some basic algorithms.The new mage fusion algorithm is based on lifting scheme wavelet transform.Decomposed wavelet components of the original images are used to impose the speed of image fusion.Experiment results show that the algorithm is effective and accuracy.

Key words: wavelet-transform, image fusion, lifting scheme, invariant moments