Memory Access Reduced Software Implementation of H.264/AVC Sub-pixel Motion Estimation Using Differential Data Encoding

Hyojin Choi, Wonchul Lee, Wonyong Sung
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引用次数: 1

Abstract

We studied an efficient software implementation of H.264/AVC sub-pixel motion estimation (ME) algorithm on a VLIW-SIMD digital signal processor, TMS320C6416. The sub-pixel ME algorithm demands large memory accesses while the required arithmetic operations are fairly simple. Although the CPU clock cycles for arithmetic operations can be reduced much by employing sub-word operations and applying software pipelining techniques, the limited memory bandwidth of the architecture restricts the overall performance. Moreover, aggressive VLIW-SIMD optimization results in the degradation of the performance by causing excessive CPU stalls during memory accesses. In this paper, we relieved the memory bandwidth requirements for creating quarter-pixel images by reducing the precision of image data, from 8 bits to 4 bits. As a result, the amount of memory accesses is much reduced at the cost of some increase of the arithmetic operations, which contributes to the balance of arithmetic and memory access operations. The experimental result shows that the memory stall cycles are decreased by 80% and the speed-up of 260% is obtained. The bit rate of the encoded video stream is increased slightly, about 2% on the average, due to the effects of quantization.
基于差分数据编码的H.264/AVC亚像素运动估计的软件实现
研究了H.264/AVC亚像素运动估计算法在VLIW-SIMD数字信号处理器TMS320C6416上的高效软件实现。亚像素ME算法需要大量内存访问,而所需的算术运算相当简单。尽管采用子字运算和软件流水线技术可以大大减少算术运算的CPU时钟周期,但该体系结构有限的内存带宽限制了整体性能。此外,激进的VLIW-SIMD优化会在内存访问期间导致过多的CPU停顿,从而导致性能下降。在本文中,我们通过将图像数据的精度从8位降低到4位,从而减轻了创建四分之一像素图像的内存带宽要求。因此,以增加一些算术操作为代价,大大减少了内存访问的数量,这有助于算术操作和内存访问操作的平衡。实验结果表明,该方法使存储器失速周期减少了80%,速度提高了260%。由于量化的影响,编码后的视频流的比特率略有提高,平均约为2%。
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