二维不可分离离散小波变换的位序列收缩结构

B. K. Mohanty, P. Meher
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引用次数: 5

摘要

在本文中,我们提出了一种基于分布式算法原理的计算不可分二维离散小波变换(2-D DWT)的位序列类收缩结构。所提出的结构的计算核心是高度规则和模块化的。消除了抽取过程中产生的冗余计算,得到了二维小波变换的低复杂度计算算法。此外,它利用了基于数据的结构中恒定小波滤波器基的优势,降低了硬件复杂度。结果表明,与现有的位级设计相比,该结构的硬件复杂度非常低,且区域时间复杂度显著降低。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Bit-serial systolic architecture for 2-D non-separable discrete wavelet transform
In this paper, we have presented a bit-serial systolic-like architecture for the computation of non-separable two-dimensional discrete wavelet transform (2-D DWT) based on the principle of distributed arithmetic. The computational core of the proposed structure is highly regular and modular. The computations which become redundant due to the decimation process are eliminated to obtain a low-complexity computing algorithm for the 2-D DWT. Moreover, it exploits the advantage of constant wavelet filter-base in the DA-based structure to reduce the hardware-complexity. It is shown that the proposed structure involves very low hardware complexity, and significantly less area-time complexity compared with the existing bit-level designs.
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