›› 2015, Vol. 28 ›› Issue (6): 68-.

• 论文 • 上一篇    下一篇

基于分形特征和平均梯度的多聚焦图像融合

那彦,邓昆明   

  1. (西安电子科技大学 电子工程学院,陕西 西安 710071)
  • 出版日期:2015-06-15 发布日期:2015-06-20
  • 通讯作者: 邓昆明(1990—),男,硕士研究生。研究方向:基于特征的图像融合。E-mail:913309591@qq.com
  • 作者简介:那彦(1964—),男,博士,教授。研究方向:图像融合处理。E-mail:yna@mail.xidian.edu.cn

Fusion of Multi-focus Images Based on a Combination of the Weighting Fractal Features and Average Gradient

NA Yan,DENG Kunming   

  1. (School of Electronic Engineering,Xidian University,Xi'an 710071,China)
  • Online:2015-06-15 Published:2015-06-20

摘要:

研究了基于分形特征和平均梯度组合加权的多聚焦图像融合方法。针对单一特征只能表达图像的部分属性,难以得到理想融合结果的问题,在多尺度变换的基础上,提出了基于分形特征和平均梯度组合加权的图像融合算法。对多聚焦图像进行了融合处理,实验结果表明,该算法优于一些基于单特征的融合算法,进一步提高了融合图像的质量。

关键词: 图像融合, 分形特征, 平均梯度, 多聚焦图像

Abstract:

The fusion algorithm of multi-focus images based on combination the weighting fractal features and average gradient is researched.With only some of the properties of the image expressed by a single feature,it is difficult to obtain the ideal fusion results.Based on the multi-scale transformation,the fusion algorithm under the combination the weighting fractal features and average gradient is put forward.Experiments on the fusion for the multi-focus images show that this algorithm is superior to some fusion algorithms relying on the single feature,with better quality of the fused image.

Key words: image fusion;fractal features;average gradient;multi focus

中图分类号: 

  • TP391.41