计算机应用与软件2012,Vol.29Issue(7):254-256,300,4.
采用树状小波变换的医学图像融合方法及实现
MEDICAL IMAGE FUSION ALGORITHM USING TREE-STRUCTURE WAVELET TRANSFORM AND ITS IMPLEMENTATION
摘要
Abstract
An algorithm for medical image fusion based on tree-structure wavelet transform is proposed. Following some special energy criterion, it can implement adaptive tree-structure wavelet decomposition on image and can determine image transform according to the sub-image energy of the image. The algorithm is simulated through experiment and assessed based on objective image fusion criteria. Experimental results show that the tree-structure wavelet decomposition can achieve better fusion outcome than that of the pyramid wavelet decomposition, the signal-to-noise ratio has improved a lot, and the mean-square deviation reduces significantly. The proposed algorithm not only retains the multi-resolution characteristics of the wavelet, but also fully retains the details in the image, and reduces the complexity of fusion.关键词
图像融合/小波变换/树状小波Key words
Image fusion/Wavelet transform/Tree-structure /wavelet分类
信息技术与安全科学引用本文复制引用
朱霞..采用树状小波变换的医学图像融合方法及实现[J].计算机应用与软件,2012,29(7):254-256,300,4.基金项目
淮安市科技计划项目(SN1045) (SN1045)
淮安市科技局项目(HAG09052). (HAG09052)