快速VLSI重叠变换内核

E. Deprettere, G. Hekstra, R. Heusdens
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引用次数: 3

摘要

图像序列的变换通常是离散余弦/正弦变换的组合。其优点是,N点DCT/DST只需要Nlog(N)次乘法,在众所周知的蝴蝶结构中进行适当的分解。蝴蝶式分解消除了变换中的冗余。这提供了加速,但没有降低太多成本,因为数值灵敏度为实现设定了价格。另一种方法是通过依赖正交算法来保证鲁棒性,并利用这种鲁棒性来降低计算成本,从而加快转换速度。这一概念及其优点是本文的主题。给出了图像编码的一个实例。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fast VLSI overlapped transform kernel
Transforms of image sequences are commonly compositions of discrete cosine/sine transforms. The advantage is that the N-point DCT/DST requires only Nlog(N) multiplications when properly decomposed in the well known butterfly structure. The butterfly decomposition removes redundancy in the transform. This provides speed-up but not so much cost reduction because numerical sensitivity sets a price on the implementation. An alternative way is to guarantee robustness, by relying on orthogonal arithmetic, and exploiting this robustness to make computations inexpensive and, therefore, transformations fast. This concept and its merits are the subjects of this paper. An example from image coding is given.
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