Novel Approximate Absolute Difference Hardware

A. Mert, Hasan Azgin, Ercan Kalali, Ilker Hamzaoglu
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引用次数: 5

Abstract

Approximate hardware designs have higher performance, smaller area or lower power consumption than exact hardware designs at the expense of lower accuracy. Absolute difference (AD) operation is heavily used in many applications such as motion estimation (ME) for video compression, ME for frame rate conversion, stereo matching for depth estimation. Since most of the applications using AD operation are error tolerant by their nature, approximate hardware designs can be used in these applications. In this paper, novel approximate AD hardware designs are proposed. The proposed approximate AD hardware implementations have higher performance, smaller area and lower power consumption than exact AD hardware implementations at the expense of lower accuracy. They also have less error, smaller area and lower power consumption than the approximate AD hardware implementations which use approximate adders proposed in the literature.
新型近似绝对差分硬件
近似硬件设计比精确硬件设计具有更高的性能,更小的面积或更低的功耗,但代价是精度较低。绝对差分(AD)操作被广泛应用于视频压缩的运动估计(ME)、帧率转换的运动估计(ME)、深度估计的立体匹配等领域。由于大多数使用AD操作的应用程序本质上是容错的,因此在这些应用程序中可以使用近似的硬件设计。本文提出了一种新的近似AD硬件设计方法。所提出的近似AD硬件实现比精确AD硬件实现具有更高的性能、更小的面积和更低的功耗,但代价是精度较低。与使用文献中提出的近似加法器的近似AD硬件实现相比,它们具有更小的误差、更小的面积和更低的功耗。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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