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Adaptive Approximated DCT Architectures for HEVC

机译:HEVC的自适应近似DCT架构

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This paper proposes a flexible and efficient implementation of the 2D N-point discrete cosine transform (DCT) for the High Efficiency Video Coding (HEVC) standard. The DCT is implemented through the Walsh-Hadamard transform (WHT) followed by Givens rotations. This scheme is exploited to derive an adaptive algorithm, which allows computing of four different approximations ranging from the complete DCT to the WHT, by selectively skipping some rotations. This paper shows the statistical analysis of the DCT usage and derives a precomputation mechanism to adaptively skip rotations. Each approximation, referred to as a operating mode, is characterized by a large saving of operations, at the expense of very small quality loss. Then, two 2D-DCT architectures are proposed: the first one is totally unfolded, while the second one is folded. The two designs are finally synthesized with a 90-nm standard-cell library for a clock frequency of 250 MHz. Both architectures support real-time processing of 8K UHD video sequences at 64 and 26 fps, respectively, and show higher throughput and lower gate count compared with the state-of-art implementations. Moreover, power saving ranging from 28% to 56% can be achieved by working within the proposed operating modes.
机译:本文提出了针对高效视频编码(HEVC)标准的2D N点离散余弦变换(DCT)的灵活高效实现。 DCT通过Walsh-Hadamard变换(WHT)和Givens旋转实现。利用该方案来导出自适应算法,该算法允许通过有选择地跳过一些旋转来计算从完整的DCT到WHT的四个不同的近似值。本文显示了DCT使用情况的统计分析,并推导了预计算机制以自适应地跳过旋转。每个近似值(称为工作模式)的特点是节省了大量的操作,但代价是质量损失很小。然后,提出了两种2D-DCT体系结构:第一种完全展开,而第二种完全折叠。最终,这两个设计使用90 nm标准单元库进行了合成,时钟频率为250 MHz。两种架构都分别支持以64 fps和26 fps实时处理8K UHD视频序列,并且与现有技术相比,具有更高的吞吐量和更少的门数。此外,通过在建议的工作模式下工作,可以节省28%至56%的功率。

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