A fast PDE algorithm using LOG based comparison threshold and dithering scan for real-time MPEG video coding

Jong-Nam Kim, Taekyung Ryu
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Abstract

In this paper, we propose a fast motion estimation algorithm to reduce computational load of the FS (full search) algorithm. We reduce only unnecessary computations which doesn't affect predicted images from the motion vector. To do that, we use normalized dithering matching scan to get uniform distribution of partial distortion by which we can reduce only unnecessary computation significantly. Additionally, we remove unlike candidate vectors faster by using multiply of LOG value to threshold of matching error. Additionally, we further reduce unnecessary computation for motion estimation according to distribution of motion vectors. Our algorithm reduces about 60% of computations for block matching error compared with the conventional PDE (partial distortion elimination) algorithm almost without degradation of prediction quality.
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基于LOG的比较阈值和抖动扫描的快速PDE算法用于实时MPEG视频编码
本文提出了一种快速运动估计算法,以减少全搜索算法的计算量。我们只减少了不必要的计算,这些计算不会影响运动矢量的预测图像。为此,我们使用归一化抖动匹配扫描来获得部分失真的均匀分布,从而大大减少不必要的计算。此外,我们使用LOG值乘以匹配误差阈值来更快地去除不相同的候选向量。此外,根据运动向量的分布,进一步减少了不必要的运动估计计算。与传统的PDE(部分失真消除)算法相比,我们的算法在几乎不降低预测质量的情况下减少了约60%的块匹配误差计算。
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