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首页> 外文期刊>IEE Proceedings. Part K >Design of nonseparable 3-D filter banks/wavelet bases using transformations of variables
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Design of nonseparable 3-D filter banks/wavelet bases using transformations of variables

机译:使用变量变换设计不可分离的3-D滤波器组/小波基

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摘要

The authors present a technique to design two-channel filter banks in three dimensions where the sampling is on the FCO (face centred orthorhombic) lattice, The ideal 3-D sub-band is of the truncated octahedron shape. The design technique is based transformation of variable method equivalent to the generalised McClellan transformation. The filters are FIR, have linear phase and achieve perfect reconstruction. Although the sub-band shape is quite complicated, the ideal frequency characteristics are well approximated. This is illustrated with an example. The technique provides the flexibility of controlling the frequency characteristics of the filters with ease. The filters can be implemented quite efficiently due to the highly symmetrical nature of the coefficients of the transformation. The authors also modify and extend the basic design technique to impose the zero property (the number of zeros of the filter transfer function at the aliasing frequency) on the sub-band filters. This property is important when the filter bank is used iteratively in a tree-structured manner as a discrete wavelet transform system and the issue of regularity arises. Several design examples are presented to illustrate the design technique.
机译:作者提出了一种在三个维度上设计两个通道的滤波器组的技术,其中采样是在FCO(面心正交正交)晶格上进行的。理想的3-D子带是截短的八面体形状。设计技术是基于变量方法的转换,等效于广义McClellan转换。滤波器为FIR,具有线性相位并实现完美的重构。尽管子带的形状非常复杂,但理想的频率特性却可以很好地近似。举例说明。该技术提供了轻松控制滤波器频率特性的灵活性。由于变换系数的高度对称性,可以非常有效地实现滤波器。作者还修改并扩展了基本设计技术,以在子带滤波器上施加零属性(在混叠频率下滤波器传递函数的零个数)。当作为离散小波变换系统以树状结构迭代使用滤波器组并且出现规则性问题时,此属性很重要。给出了几个设计示例来说明设计技术。

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