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首页> 外文期刊>IEICE Transactions on fundamentals of electronics, communications & computer sciences >A Design of High Performance Parallel Architecture and Communication for Multi-ASIP Based Image Processing Engine
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A Design of High Performance Parallel Architecture and Communication for Multi-ASIP Based Image Processing Engine

机译:基于Multi-ASIP的图像处理引擎的高性能并行架构和通信设计

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摘要

Image processing engine is crucial for generating high quality images in video system. As Application Specific Integrated Circuit (ASIC) is dedicated for specific standards, Application Specific Instruction-set Processor (ASIP) which provides high flexibility and high performance seems to have more advantages in supporting the nonstandard pre/post image processing in video system. In our previous work, we have designed some ASIPs that can perform several image processing algorithms with a reconfigurable datapath. ASIP is as efficient as DSP, but its area is considerably smaller than DSP. As the resolution of image and the complexity of processing increase, the performance requirement also increases accordingly. In this paper, we presents a novel multi ASIP based image processing unit (IPU) which can provide sufficient performance for the emerging very-high-resolution applications. In order to provide a high performance image processing engine, we propose several new techniques and architecture such as multi block-pipes architecture, pixel direct transmission and boundary pixel write-through. Multi block-pipes architecture has flexible scalability in supporting a various ranges of resolution, which ranges from low resolution to high resolution. The boundary pixel write-through technique provides high efficient parallel processing, and pixel direct transmission technique is implemented in each ASIP to further reduce the data transmission time. Cycle-accurate SystemC simulations are performed, and the experimental results show that the maximum bandwidth of the proposed communication approach can achieve up to 1580 Mbyte/s at 400 MHz. Moreover, communication overhead can be reduced about a maximum of 88% compared to our previous works.
机译:图像处理引擎对于在视频系统中生成高质量图像至关重要。由于专用集成电路(ASIC)专用于特定标准,因此提供高灵活性和高性能的专用指令集处理器(ASIP)在支持视频系统中的非标准前后图像处理方面似乎具有更多优势。在之前的工作中,我们设计了一些ASIP,它们可以使用可重新配置的数据路径执行多种图像处理算法。 ASIP与DSP一样高效,但是其面积比DSP小得多。随着图像分辨率和处理复杂度的提高,性能要求也相应提高。在本文中,我们提出了一种新颖的基于多ASIP的图像处理单元(IPU),它可以为新兴的超高分辨率应用提供足够的性能。为了提供高性能的图像处理引擎,我们提出了几种新技术和体系结构,例如多块管道结构,像素直接传输和边界像素直写。多块管道架构在支持从低分辨率到高分辨率的各种分辨率范围方面具有灵活的可伸缩性。边界像素直写技术提供了高效的并行处理,并且在每个ASIP中都实现了像素直接传输技术,以进一步减少数据传输时间。进行了周期精确的SystemC仿真,实验结果表明,所提出的通信方法的最大带宽可以在400 MHz时达到1580 Mbyte / s。此外,与我们以前的工作相比,通信开销最多可减少约88%。

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