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Time-varying lapped transforms and wavelet packets

机译:时变重叠变换和小波包

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摘要

The perfect reconstruction conditions for a time-varying lapped transform (paraunitary filter bank) are developed through the factorization of the transform matrix into sparse factors. A general formulation is presented allowing one to switch between two paraunitary filter banks. However, the extended lapped transform (ELT) is often used as an example. Furthermore, an adaptive wavelet packet is developed employing a time varying, tree association of ELTs. In all cases perfect reconstruction is inherently assured.
机译:通过将变换矩阵分解为稀疏因子,开发了时变重叠变换(超para滤波器组)的理想重构条件。提出了一种通用的公式,允许人们在两个超unit滤波器组之间切换。但是,经常使用扩展重叠变换(ELT)作为示例。此外,采用时变的ELT树关联开发了自适应小波包。在所有情况下,内在地保证了完美的重建。

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