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Group lifting structures for multirate filter banks I: Uniqueness of lifting factorizations

机译:多速率滤波器组的升降结构I:的唯一性   提升因子分解

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摘要

Group lifting structures are introduced to provide an algebraic framework forstudying lifting factorizations of two-channel perfect reconstructionfinite-impulse-response (FIR) filter banks. The lifting factorizationsgenerated by a group lifting structure are characterized by Abelian groups oflower and upper triangular lifting matrices, an Abelian group of unimodulargain scaling matrices, and a set of base filter banks. Examples of grouplifting structures are given for linear phase lifting factorizations of the twonontrivial classes of two-channel linear phase FIR filter banks, the whole- andhalf-sample symmetric classes, including both the reversible and irreversiblecases. This covers the lifting specifications for whole-sample symmetric filterbanks in Parts 1 and 2 of the ISO/IEC JPEG 2000 still image coding standard.The theory is used to address the uniqueness of lifting factorizations. With noconstraints on the lifting process, it is shown that lifting factorizations arehighly nonunique. When certain hypotheses developed in the paper are satisfied,however, lifting factorizations generated by a group lifting structure areshown to be unique. A companion paper applies the uniqueness results proven inthis paper to the linear phase group lifting structures for whole- andhalf-sample symmetric filter banks.
机译:介绍了群提升结构,以提供一个代数框架,用于研究两通道完美重构有限冲激响应(FIR)滤波器组的提升分解。由组提升结构生成的提升因式分解的特征在于下三角提升矩阵和上三角提升矩阵的Abelian组,单模量增益缩放矩阵的Abelian组以及一组基本滤波器组。给出了群提升结构的示例,用于两通道线性相位FIR滤波器组的两个非平凡类别的线性相位提升分解,全样本和半样本对称类别,包括可逆和不可逆的情况。这涵盖了ISO / IEC JPEG 2000静态图像编码标准的第1部分和第2部分中对整个样本对称滤波器组的提升规范,该理论用于解决提升因式分解的独特性。在不限制提升过程的情况下,表明提升因式分解是非常不唯一的。当满足本文提出的某些假设时,由群提升结构生成的提升因式分解显示为唯一。伴随论文将本文证明的唯一性结果应用于全相半采样对称滤波器组的线性相群提升结构。

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  • 作者

    Brislawn, Christopher M.;

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  • 年度 2013
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  • 原文格式 PDF
  • 正文语种 {"code":"en","name":"English","id":9}
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