%0 Journal Article
%T Study of Reduction Speckle of Ultrasound Image Based on Multiwavelet Analysis<br>基于多小波分析的超声斑纹噪声抑制方法研究
%A LIU Li-Zhuang
%A BIAN Zheng-Zhong
%A ZHOU Qin-Wu
%A <br>刘立庄
%A 卞正中
%A 周秦武
%J 软件学报
%D 2003
%I 
%X Multiwavelets is a new development to the body of wavelet theory. Multiwavelets simultaneouslly offers orthogonality, symmetry, and short support, which is not possible with scalar two-channel wavelet systems. A new theory and algorithm for speckle reduction of ultrasound (US) image with multiwavelets multiple resolution analysis (MRA) are presented and investigated in this paper. The decomposition ratio and reconstruction error of two kinds of multiwavelets are evaluated and the optimum pre-filters suitable for the two kinds of multiwavelets are obtained. Fully and clearly analytic expression of multiwavelet transformation is given .The experiment of speckle reduction to US image is implemented by choosing local error as threshold. Results show that multiwavelet transformation is useful for speckle reduction and there have little noise and reserve important image features such as boundary when compared to results obtained from existing the denoising methods alone.
%K multiwavelet transformation
%K ultrasound imaging
%K speckle noise
%K pre-filter<br>多小波变换
%K 超声成像
%K 斑纹噪声
%K 预滤波
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=7735F413D429542E610B3D6AC0D5EC59&aid=F0C10B17966EF88C&yid=D43C4A19B2EE3C0A&vid=F3583C8E78166B9E&iid=9CF7A0430CBB2DFD&sid=044F0D973C30117E&eid=CDD86F65AA3A5D34&journal_id=1000-9825&journal_name=软件学报&referenced_num=4&reference_num=7