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QUATERNIONIC APPROACH TO THE ONE-REGULAR EIGHT-BAND LINEAR PHASE PARAUNITARY FILTER BANKS

机译:四常态八带线性相位占领过滤器银行的四季度方法

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Besides perfect reconstruction and linear phase, regularity is a desirable essential property of filter banks for image coding as it is associated with the smoothness of the related wavelet basis. This paper shows how to constrain quaternionic factorizations of eightband linear phase paraunitary filter banks to have the first regularity structurally imposed. The result is not very general but some facts make it notable. Firstly, these systems are a direct extension of the standard eight-point discrete cosine transform (DCT) and this facilitates practical applications. Secondly, the first regularity eliminates the DC leakage which cause visually annoying checkerboard artifact. Finally, our solution offers clear advantages over the known ones as the regularity conditions are formulated directly in terms of quaternionic lattice coefficients. Namely, both regularity and losslessness can be easily preserved regardless of coefficient quantization unavoidable in finite-precision implementations.
机译:除了完美的重建和线性阶段之外,规律性是用于图像编码的滤波器组的理想基本属性,因为它与相关小波的平滑相关联。本文展示了如何约束八带线性相位垂置过滤器堤的四元天性区别,以具有结构施加的第一规则性。结果不是很普遍,但有些事实使其显着。首先,这些系统是标准八点离散余弦变换(DCT)的直接扩展,这有利于实际应用。其次,第一个规则消除了导致视觉令人讨厌的棋盘工件的直流泄漏。最后,我们的解决方案提供了优于所知道的优势,因为规律条件直接在四元线晶格系数方面配制。即,无论有限精度的实施中不可避免的系数量化如何,都可以容易地保留规律性和无损性。

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