%0 Journal Article
%T A Multi-source Image Fusion Algorithm Using ICA<br>一种基于ICA的多源图像融合算法
%A CAO Jie
%A GONG Sheng-rong
%A LIU Chun-ping
%A YAO Wang-shu
%A LIU Quan
%A <br>曹杰
%A 龚声蓉
%A 刘纯平
%A 姚望舒
%A 刘全
%J 中国图象图形学报
%D 2007
%I 
%X Image fusion technology should try to achieve two objectives: one is to combine useful information of source images as much as possible;the other is to abandon the useless information of source images.Based on the analysis of blind signal separation theory,an ICA-based image fusion algorithm is proposed in this paper.Firstly,some pre-processing methods and ICA analysis are applied to each source image;then the ICA coefficients computed in the first step are fused using the maximum rule.Finally the fused image is obtained by synthesizing the fused ICA coefficients.Experiments prove that the new algorithm is feasible and effective for multi-source images fusion.
%K multi-source image
%K image fusion
%K independent component analysis(ICA)
%K matrix sparsity<br>多源图像
%K 图像融合
%K 独立分量分析
%K 矩阵稀疏性
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=D06194629680C940ACE75262F54B9D85&aid=A3769DCEF890E925&yid=A732AF04DDA03BB3&vid=59906B3B2830C2C5&iid=F3090AE9B60B7ED1&sid=D9E48D267DE45913&eid=C7BC59D607A1E67B&journal_id=1006-8961&journal_name=中国图象图形学报&referenced_num=1&reference_num=8