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Content Awareness-Based Fast Block Motion Estimation Algorithm for H.264/AVC Encoding System

机译:H.264 / AVC编码系统中基于内容感知的快速块运动估计算法

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Motion estimation part in video compression has high computational complexity. Still a lot of researches for fast scheme are in progress. In this paper, we propose an efficient motion search method based on content-awareness. The proposed method consists of three steps. The first thing is the motion classification for using the center position distribution. The second step is the calculation of predictors according to motion classification. The last is to set the search pattern size by using between predictor and center position distance, adaptively. Due to not utilization of temporal-spatial information, the proposed algorithm can reduce the required memory requirement. Experimental results show that the proposed algorithm can achieve speed-up factor of up to 30.66% on average with quite good bit rate performance, comparing to UMHexagonS and full search method and based on the H.264/AVC reference software (JM).
机译:视频压缩中的运动估计部分具有很高的计算复杂度。快速方案的许多研究仍在进行中。在本文中,我们提出了一种基于内容感知的有效运动搜索方法。所提出的方法包括三个步骤。首先是使用中心位置分布的运动分类。第二步是根据运动分类计算预测变量。最后是通过在预测值和中心位置距离之间自适应地设置搜索模式的大小。由于不利用时空信息,因此所提出的算法可以减少所需的内存需求。实验结果表明,与UMHexagonS和完全搜索方法以及基于H.264 / AVC参考软件(JM)相比,该算法平均可实现高达30.66%的加速比,并且具有很好的比特率性能。

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