| 结合对比度塔和克隆选择加权Wedgelets的图像融合 |
| |
| 引用本文： | 金海燕,焦李成,刘芳.结合对比度塔和克隆选择加权Wedgelets的图像融合[J].西安交通大学学报,2007,41(10):1170-1174. |
| |
| 作者姓名： | 金海燕 焦李成 刘芳 |
| |
| 作者单位： | 西安电子科技大学智能信息处理研究所,710071,西安 |
| |
| 基金项目： | 国家重点基础研究发展计划(973计划);国家自然科学基金 |
| |
| 摘 要： | 为增强融合图像的效果,提出了一种图像融合新方法.先利用对比度塔分解得到多分辨序列,然后利用加权Wedgelets变换和小波变换在图像序列相应尺度上融合源图像细节,并采用免疫克隆选择算法优化权值.新方法不仅有效保留了图像的细节和纹理,改善了视觉效果,而且使融合图像信息熵保持在较高水平.仿真实验结果表明,采用新方法所得到的图像像素平均梯度值比小波和Wedgelets方法分别提高了0.31和3.27,图像灰度值标准差分别提高了2.27和3.93.
|
| 关 键 词： | 图像融合 Wedgelets变换 免疫克隆选择 对比度塔 |
| 文章编号： | 0253-987X（2007）10-1170-05 |
| 修稿时间： | 2007-02-02 |
Image Fusion Combining Contrast Pyramid with Clonal Selection Based on Weighed Wedgelets |
| |
| Jin Haiyan,Jiao Licheng,Liu Fang.Image Fusion Combining Contrast Pyramid with Clonal Selection Based on Weighed Wedgelets[J].Journal of Xi'an Jiaotong University,2007,41(10):1170-1174. |
| |
| Authors: | Jin Haiyan Jiao Licheng Liu Fang |
| |
| Abstract: | In order to improve the effect of fusion images,a novel image scheme is proposed,which uses weighed wedgelets and wavelet transform to fuse the details in corresponding image sequences of multiple scale obtained by the contrast pyramid data structure,and trains the weight by utilizing clonal selection algorithm.The proposed method improves the visual effects such as retaining the details and textures effectively and keeping the information entropy values of fused images at a high level.Simulation results show that compared with the conventional wavelet transform and wedgelets method,the average grad values of the image pixel is increased averagely by about 0.31 and 3.27 respectively,and 2.27 and 3.93 for the standard differences values. |
| |
| Keywords: | image fusion wedgelets transform immune clonal selection contrast pyramid |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
