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M-band nonlinear subband decompositions with perfect reconstruction

机译:具有完美重构的M带非线性子带分解

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摘要

We investigate nonlinear multirate filterbanks with maximal decimation and perfect reconstruction. Definitions of the desired properties of such structures are given for general nonlinear filterbanks. We then consider a triangular representation of linear filterbanks and see that it may be easily extended to the nonlinear case. Furthermore, general nonlinear filterbanks are presented, for which perfect reconstruction is either inherently guaranteed or ensured subject to an easily verified condition. Extensions to bidimensional filters are also discussed and an application for nonlinear multiresolution schemes to feature sieves is shown.
机译:我们研究了最大抽取和完美重构的非线性多速率滤波器组。对于一般的非线性滤波器组,给出了这种结构的所需特性的定义。然后,我们考虑线性滤波器组的三角形表示,并且可以很容易地将其扩展到非线性情况。此外,提出了一般的非线性滤波器组,可以固有地保证或在易于验证的条件下保证完美的重构。还讨论了对二维滤波器的扩展,并显示了针对特征筛的非线性多分辨率方案的应用。

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