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一种基于NSCT变换的红外与可见光图像融合算法
引用本文:王跃华,陶忠祥.一种基于NSCT变换的红外与可见光图像融合算法[J].光学与光电技术,2012(4):81-84.
作者姓名:王跃华  陶忠祥
作者单位:空军航空大学航空军械工程系
摘    要:针对红外与可见光图像融合,提出了一种基于NSCT变换的图像融合方法。对经NSCT变换的低频子带系数采用基于区域能量自适应加权的融合规则,对高频子带系数采用混合的融合方法,即对于低层,采用基于区域方差选大的融合方法,对于高层采用像素点的绝对值选大的融合方法。实验结果表明,该融合算法可以获得更多的细节信息,能获得较理想的融合图像。

关 键 词:图像融合  NSCT变换  红外图像  可见光图像

A Kind of Fusion Algorithm for Infrared and Visible Images Based on NSCT
WANG Yue-hua,TAO Zhong-xiang.A Kind of Fusion Algorithm for Infrared and Visible Images Based on NSCT[J].optics&optoelectronic technology,2012(4):81-84.
Authors:WANG Yue-hua  TAO Zhong-xiang
Institution:(Department of Aviation Ordnance Engineering,Aviation University of Air Force,Changchun 130022,China)
Abstract:Aiming at the fusion of infrared and visible images,a novel fusion algorithm based on Nonsubsampled Contourlet Transform(NSCT) is proposed.After the Nonsubsampled Contourlet Transform of the source images,different fusion rules are employed to deal with different image informations.The low-frequency approximation image is processed by using adaptive regional energy,and the high-frequency detail images in different levels are processed by different fusion rules.The high yield high-frequency detail information is fused by using absolute maximum based on detail coefficients and the high yield high-frequency detail information is fused by using maximum regional variance.The experimental results show that the proposed algorithm can effectively get more detail information,and the fused images have good qualities.
Keywords:image fusion  NSCT  infrared image  visible image
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