›› 2012, Vol. 25 ›› Issue (5): 94-.

• 论文 • 上一篇    下一篇

基于Curvelet变换与分形的遥感图像融合

马瑶,那彦,张守将,刘震   

  1. (西安电子科技大学 电子工程学院,陕西 西安 710071)
  • 出版日期:2012-05-15 发布日期:2012-05-24
  • 作者简介:马瑶(1986—),男,硕士研究生。研究方向:遥感图像融合与分类。

Remote Sensing Image Fusion Based on Curvelet Transform and Fractal

 MA Yao, NA Yan, ZHANG Shou-Jiang, LIU Zhen   

  1. (School of Electronic Engineering,Xidian University,Xi'an 710071,China)
  • Online:2012-05-15 Published:2012-05-24

摘要:

基于Curvelet变换对于图像的光谱信息保留和分形原理,针对图像的纹理信息提取的特性,提出了一种基于Curvelet变换与改进的分形布朗运动分维数计算的新的融合算法。对多光谱与全光谱图像进行了融合实验,并与传统的基于小波变换和高频系数取大算法进行了对比。实验证明,文中算法在图像光谱信息保留和纹理细节信息等方面具有良好的性能。

关键词: 图像融合, Curvelet变换, 小波变换, 分形布朗运动

Abstract:

In this paper,an algorithm based on curvelet transform and fractal is proposed in light of the fact that the curvelet transform can keep the spectrum information and the principle of fractal can extract the texture information of the image.A fusion experiment is done using the panchromatic image and the multi spectral image,and a comparison is made with the algorithm based on the wavelet transform and high frequency coefficients.The result shows that the proposed method has a good performance on getting the spectrum and texture information.

Key words: image fusion;curvelet transform;wavelet transform;fractal brown motion

中图分类号: 

  • TP391.41