Design of highly efficient VLSI architectures for 2-D DWT and 2-D IDWT

Yun-Nan Chang, Yan-Sheng Li
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引用次数: 10

Abstract

This paper presents a design methodology for the implementation of high-performance 2-D discrete wavelet transform (DWT) and 2-D inverse DWT (IDWT). By exploiting the multi-rate feature inherent in the algorithms, an effective schedule that interleaves all the row-wise and column-wise computations of different octaves onto three fundamental convolutional filters is proposed. Based on this computation schedule, very high efficient architectures can be synthesized. The resulting architectures cannot only achieve fast computation time at less silicon cost due to nearly full hardware utilization, but they are also simple and modular, making them very suitable for VLSI implementation. Furthermore, the proposed design methodology enables the design of the configurable architecture that can process both DWT and IDWT.
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二维DWT和二维IDWT的高效VLSI架构设计
提出了一种实现高性能二维离散小波变换(DWT)和二维逆小波变换(IDWT)的设计方法。利用该算法固有的多速率特性,提出了一种将不同八度的行向和列向计算交织到三个基本卷积滤波器上的有效调度。基于这种计算计划,可以合成非常高效的体系结构。由于几乎完全利用硬件,所得到的架构不仅可以以更少的硅成本实现快速的计算时间,而且它们也很简单和模块化,使它们非常适合VLSI实现。此外,所提出的设计方法支持可配置架构的设计,该架构可以同时处理DWT和IDWT。
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