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Parallel and Reconfigurable Mesh Architecture for Low and Medium Level Image Processing Applications

机译:适用于中低层图像处理应用程序的并行和可重新配置的网格体系结构

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摘要

Image processing and especially real time image processing is a very compute intensive task. Nowadays, with the high volume of data to be processed and the increasing size of images, the development of image processing architectures is very required, but most cases of architectures are mostly limited to one single task. This work introduces a parallel Reconfigurable Mesh architecture called RMC (Reconfigurable Mesh Computer) suitable for image processing applications. This architecture provides the flexibility of a programmable architecture and performance of a dedicated circuit, geared to the efficient parallel execution of low and medium level image processing operations. These processing operations derive abstractions from the image pixels so that it can help in further decision making about image. Before describing the proposed architecture, this paper reviews the criteria to be taken into consideration to compare image processing architecture, reinforced by an illustration of some hardware image processing architectures. We also identify some performed applications on RMC, to finally conclude with our future research directions for RMC architecture.
机译:图像处理,尤其是实时图像处理是一项计算量很大的任务。如今,随着要处理的大量数据和图像大小的增加,非常需要开发图像处理体系结构,但是大多数体系结构案例大多仅限于一项任务。这项工作介绍了一种适用于图像处理应用程序的称为RMC(可重配置网格计算机)的并行可重配置网格体系结构。该体系结构提供了可编程体系结构的灵活性和专用电路的性能,旨在有效地并行执行中低级图像处理操作。这些处理操作从图像像素中提取抽象,以便它可以帮助进一步确定图像。在描述所提出的体系结构之前,本文回顾了比较图像处理体系结构所要考虑的标准,并通过一些硬件图像处理体系结构的说明进行了增强。我们还将确定一些在RMC上执行过的应用程序,以最终总结出我们对RMC架构的未来研究方向。

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