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A parallel processing system of images

机译:图像的并行处理系统

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In order to speedup image processing in embedded environment, we construct a parallel processing system of images. The parallel processing system includes a parallel hardware, a new defined language for parallel image processing and a set of software tools. From the view of high performance, low power dissipation and the characteristics of image processing, we construct a SIMD coprocessor as an image processing accelerator. Using a RISC host processor manages the whole system. The SIMD processor is scalable. We also define a new language which is extended from standard C. A new data type "stream" and a new keyword "kernel" are added to the language to explicitly describe parallelism. For the new hardware and language of parallel image processing, we also research software tools for this parallel system. The software tools maps programs to code that runs on the new hardware. For example develop a scheduler to transfer stream data between memories and register files. From the analysis we found that the parallel image processing system can not only match image applications' characteristics but also easy to implement by using VLSI technology. With new language and software tools supporting, an embedded real-time parallel image processing system becomes available for programmers.
机译:为了在嵌入式环境中加速图像处理,我们构建一个并行处理的图像处理系统。并行处理系统包括并行硬件,用于并行图像处理的新定义语言和一组软件工具。从高性能,低功耗和图像处理的特性看,我们将SIMD协处理器构建为图像处理加速器。使用RISC主机处理器管理整个系统。 SIMD处理器可扩展。我们还定义了一种从标准C扩展的新语言。新的数据类型“流”和新的关键字“内核”被添加到语言中以显式描述并行性。对于新的并行图像处理的新硬件和语言,我们还研究了该并行系统的软件工具。软件工具将程序映射到在新硬件上运行的代码。例如,开发调度器以在存储器和寄存器文件之间传输流数据。根据分析,我们发现并行图像处理系统不仅可以匹配图像应用的特性,而且通过使用VLSI技术易于实现。通过支持新的语言和软件工具,可以为程序员提供嵌入式实时并行图像处理系统。

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