使用全通滤波器的二维正交对称小波滤波器

Xi Zhang
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引用次数: 1

摘要

本文利用二维不可分离全通滤波器提出了一类新的二维正交对称小波滤波器。所提出的小波滤波器基于实值系数全通滤波器的并行结构,具有较低的计算复杂度和对有限精度效果的鲁棒性。所得到的小波基不仅是正交的,具有完美的重构条件,而且是对称的,其分析和合成滤波器具有完全的线性相位响应。结果表明,所提小波滤波器的设计问题可简化为相应全通滤波器的相位逼近问题。因此,利用现有的全通滤波器设计方法,可以很容易地设计出这类正交对称小波滤波器。最后,通过算例验证了所提正交对称小波滤波器的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
2D orthogonal symmetricwavelet filters using allpass filters
This paper proposes a new class of 2D orthogonal symmetric wavelet filters using 2D nonseparable allpass filters. The proposed wavelet filters are based on the parallel structure of allpass filters with real-valued coefficients, which can be implemented with a low computational complexity and is robust to finite precision effects. The resulting wavelet bases are not only orthogonal, including perfect reconstruction (PR) condition, but also symmetric, whose analysis and synthesis filters have exactly linear phase response. It is also shown that the design problem of the proposed wavelet filters can be reduced to the phase approximation of the corresponding allpass filters. Therefore, it is easy to design this class of orthogonal symmetric wavelet filters by using the existing design methods of allpass filters. Finally, some examples are presented to demonstrate the effectiveness of the proposed orthogonal symmetric wavelet filters.
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