关于图像处理算法的充分性和大规模并行计算机

E. Pissaloux, P. Bonnin
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引用次数: 3

摘要

为低阶和中级图像处理找到最合适的架构和算法是任何图像处理系统设计的中心问题。本文分析了一些图像处理算法,以便在图像处理中定义相应的不变量。它包括所使用的数据类型,以及它们在处理和数据移动过程中的表示演变。这些共同但重要的特征用于定义最合适的体系结构不变量——任何专用于图像处理的机器的基本元素。讨论了几种不变量在现有大规模并行体系结构上的实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the adequacy of image processing algorithms and massively parallel computers
Finding the best adequacy of architectures and algorithms for low and intermediate image processing is the central problem of design of any system dedicated to image processing. This paper analyses some image processing algorithms in order to define pertinent invariants in image processing. It includes the data types used, and the evolution of their representation during the processing and data movements. The common, but essential, characteristics are used for the definition of the most suitable architectural invariants-basic elements for any machine dedicated to image processing. Some implementations of several invariants on some existing massively parallel architectures are also discussed.<>
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