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H.264/AVC inter prediction on accelerator-based multi-core systems

机译:基于加速器的多核系统的H.264 / aVC帧间预测

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摘要

The AVC video coding standard adopts variable block sizes for inter frame coding to increase compression efficiency, among other new features. As a consequence of this, an AVC encoder has to employ a complex mode decision technique that requires high computational complexity. Several techniques aimed at accelerating the inter prediction process have been proposed in the literature in recent years. Recently, with the emergence of many-core processors or accelerators, a new way of supporting inter frame prediction has presented itself. In this paper, we present a step forward in the implementation of an AVC inter prediction algorithm in a graphics processing unit, using Compute Unified Device Architecture. The results show a negligible drop in rate distortion with a time reduction, on average, of over 98.8 % compared with full search and fast full search, and of over 80 % compared with UMHexagonS search.
机译:除了其他新功能外,AVC视频编码标准还采用可变块大小进行帧间编码,以提高压缩效率。结果,AVC编码器必须采用需要高计算复杂度的复杂模式判定技术。近年来,在文献中已经提出了几种旨在加速帧间预测过程的技术。近来,随着多核处理器或加速器的出现,一种支持帧间预测的新方法已经出现。在本文中,我们提出了使用Compute Unified Device Architecture在图形处理单元中实现AVC帧间预测算法的步骤。结果表明,与完全搜索和快速完全搜索相比,时间失真率的降低幅度可忽略不计,平均降低幅度超过98.8%,与UMHexagonS搜索相比,降低幅度超过80%。

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