H.264分数像素插值与运动估计的集成算法

Jiyuan Lu, Peizhao Zhang, Hongyang Chao, P. Fisher
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引用次数: 1

摘要

分数像素运动补偿技术是视频图像压缩中的一个领域,它可以显著提高编码效率,但这种改进的代价是高计算复杂度。这种额外的复杂性来自两个方面:分数像素运动估计(FPME)和分数像素插值(FPI)。与当前的快速算法不同,我们使用FPME和FPI之间的内部联系作为考虑优化的因素,通过整体操作它们而不是试图分别加速它们。为了协调FPME和FPI,我们提出的算法估计分数阶运动向量,并以相同的顺序插值分数阶像素,从而满足成本/性能效率的标准。与FFPS+XFPI (X264中的FPI方法)相比,该算法在没有编码损失的情况下,已经将速度降低了60%。此外,与CBFPS+XFPI等快速算法相比,该算法具有更高的速度和更好的R-D性能。因此,这种集成算法大大提高了整体视频编码速度,其共同优化计算成本和R-D性能的思想可以扩展到加速更精细的分数运动补偿,例如1/8像素,以及为H.265设计新的插值滤波器。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Integrated Algorithm for Fractional Pixel Interpolation and Motion Estimation of H.264
Fractional pixel motion compensation technology is an area in video image compression that can provide significant gains for coding efficacy, but this improvement comes the associated cost of high computational complexity. This additional complexity arises from two aspects: fractional pixel motion estimation (FPME) and fractional pixel interpolation (FPI). Different from current fast algorithms, we use the internal link between FPME and FPI as a factor in considering optimization by integrally manipulating them rather than attempting to speed them up separately. To coordinate with FPME and FPI, our proposed algorithm estimates fractional motion vectors and interpolates fractional pixels in the same order, which will satisfy the criteria of cost/performance efficiency. Compared with the FFPS+XFPI (the FPI method in X264), the proposed algorithm has already reduced the speed by a factor of 60% without coding loss. Furthermore, the proposed algorithm also achieves a much higher speed and better R-D performance than other fast algorithms e.g. CBFPS+XFPI. This integrated algorithm, therefore, improves the overall video coding speed by a significant measure and its idea of jointly optimizing the computational cost and the R-D performance can be extended to speeding up an even finer fractional motion compensation, such as 1/8 pixel, and to designing new interpolation filters for H.265.
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