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Nonseparable orthogonal multiwavelets with two and three vanishing moments on the quincunx grid

机译:梅花形网格上具有两个和三个消失矩的不可分离正交多小波

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Abstract: Multiwavelets in one dimension have given good results for image compression. On the other hand, nonseparable bidimensional wavelets have certain advantages over the tensor product of 1D wavelets. In this work we give examples of multiwavelets that are bidimensional and nonseparable. They correspond to the dilation matrices D$-1$/ $EQ $LB@1 1;1 $MIN@1$RB@, a reflection followed by an expansion of $ROOT@2, or to D$-2$/ $EQ $LB@1 1;1 1$RB@, a rotation followed by an expansion of $ROOT@2, and possess suitable properties for image compression: short support and 2 or 3 vanishing moments. Multiwavelets are derived from multiscaling functions. Conditions on the matrix coefficients of the dilation equation are exploited to build examples of orthogonal, nonseparable, compactly supported, bidimensional multiscaling functions of accuracy 2 and 3. They are continuous and the joint spectral radius is estimated. To the author's knowledge no examples of bidimensional multiscaling functions with these characteristics had been found previously. Coefficients for the corresponding multiwavelets are given. Multiscaling functions and multiwavelets are plotted with a cascade algorithm.!12
机译:摘要:一维多小波在图像压缩方面取得了良好的效果。另一方面,不可分离的二维小波相对于一维小波的张量积具有某些优势。在这项工作中,我们给出了二维且不可分离的多小波的示例。它们对应于散布矩阵D $ -1 $ / $ EQ $ LB @ 1 1; 1 $ MIN @ 1 $ RB @,然后是$ ROOT @ 2的扩展或D $ -2 $ / $ EQ $ LB @ 1 1; 1 1 $ RB @,旋转然后扩展$ ROOT @ 2,并具有合适的图像压缩属性:短支撑和2或3个消失力矩。多小波是从多尺度函数得出的。利用膨胀方程矩阵系数的条件来构建精度为2和3的正交,不可分,紧密支持的二维多尺度函数的示例。它们是连续的,并且估计联合光谱半径。据作者所知,以前没有发现具有这些特征的二维多尺度函数的示例。给出了对应的多小波的系数。使用级联算法绘制多尺度函数和多小波!! 12

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