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使用相位相关进行 H.264 视频编码的直接模式选择。

Direct intermode selection for H.264 video coding using phase correlation.

机构信息

School of Computer Engineering, Nanyang Technological University, Singapore.

出版信息

IEEE Trans Image Process. 2011 Feb;20(2):461-73. doi: 10.1109/TIP.2010.2063436. Epub 2010 Aug 5.

Abstract

The H.264 video coding standard exhibits higher performance compared to the other existing standards such as H.263, MPEG-X. This improved performance is achieved mainly due to the multiple-mode motion estimation and compensation. Recent research tried to reduce the computational time using the predictive motion estimation, early zero motion vector detection, fast motion estimation, and fast mode decision, etc. These approaches reduce the computational time substantially, at the expense of degrading image quality and/or increase bitrates to a certain extent. In this paper, we use phase correlation to capture the motion information between the current and reference blocks and then devise an algorithm for direct motion estimation mode prediction, without excessive motion estimation. A bigger amount of computational time is reduced by the direct mode decision and exploitation of available motion vector information from phase correlation. The experimental results show that the proposed scheme outperforms the existing relevant fast algorithms, in terms of both operating efficiency and video coding quality. To be more specific, 82 ~92% of encoding time is saved compared to the exhaustive mode selection (against 58 ~74% in the relevant state-of-the-art), and this is achieved without jeopardizing image quality (in fact, there is some improvement over the exhaustive mode selection at mid to high bit rates) and for a wide range of videos and bitrates (another advantages over the relevant state-of-the-art).

摘要

与 H.263、MPEG-4 等其他现有标准相比,H.264 视频编码标准具有更高的性能。这种改进的性能主要是由于采用了多种模式的运动估计和补偿。最近的研究尝试使用预测运动估计、早期零运动矢量检测、快速运动估计和快速模式决策等来减少计算时间。这些方法大大减少了计算时间,但在一定程度上牺牲了图像质量和/或增加了比特率。在本文中,我们使用相位相关来捕捉当前块和参考块之间的运动信息,然后设计一种算法来进行直接运动估计模式预测,而无需进行过多的运动估计。通过直接模式决策和利用相位相关中的可用运动矢量信息,可以减少大量的计算时间。实验结果表明,与现有的相关快速算法相比,所提出的方案在操作效率和视频编码质量方面都有更好的表现。具体来说,与穷尽模式选择相比(相关最先进算法为 58%74%),可以节省 82%92%的编码时间,并且不会影响图像质量(实际上,在中高比特率下,图像质量还有所提高),并且适用于广泛的视频和比特率(这是相关最先进算法的另一个优势)。

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