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A High-Throughput Pipelined Parallel Architecture for JPEG XR Encoding

机译:JPEG XR编码的高吞吐量流水线并行架构

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摘要

JPEG XR is an emerging image coding standard, based on HD Photo developed by Microsoft Corporation. It supports high compression performance twice as high as the de facto image coding system, namely, JPEG, and also has an advantage over JPEG 2000 in terms of computational cost. JPEG XR is expected to be widespread for many devices including embedded systems in the near future. In this article, we propose a novel architecture for JPEG XR encoding. In previous architectures, entropy coding was the throughput bottleneck because it was implemented as a sequential algorithm to handle data with dependency. We found that there is no dependency in intra-macroblock data, and we could safely pipeline all the encoding processes including the entropy coding. In addition, each module of our architecture, which can be regarded as a pipeline stage, can be parallelized. As a result, our architecture can achieve 12.8 pixel/cycle at its maximum. To demonstrate our architecture, we designed three versions of our architecture with different degrees of parallelism of one, two, and four. Our four-way parallel architecture achieves 579 Mpixel/sec at 181MHz clock frequency for grayscale images.
机译:JPEG XR是一种新兴的图像编码标准,基于Microsoft Corporation开发的HD Photo。它支持的压缩性能是事实上的图像编码系统(即JPEG)的两倍,并且在计算成本方面也优于JPEG 2000。 JPEG XR有望在不久的将来广泛应用于包括嵌入式系统在内的许多设备。在本文中,我们提出了一种用于JPEG XR编码的新颖体系结构。在以前的体系结构中,熵编码是吞吐量的瓶颈,因为它被实现为一种顺序算法来处理具有相关性的数据。我们发现宏块内数据没有依赖性,并且我们可以安全地流水线化所有编码过程,包括熵编码。此外,可以将我们架构的每个模块(可以视为流水线阶段)进行并行化。结果,我们的架构最大可以达到12.8像素/周期。为了演示我们的体系结构,我们设计了三个版本的体系结构,它们的并行度分别为一,二和四。我们的四向并行架构在181MHz时钟频率下可实现579 Mpixel / sec的灰度图像。

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