Fast encoding algorithms for video coding with adaptive interpolation filters

D. Rusanovskyy, K. Ugur, M. Gabbouj
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引用次数: 1

Abstract

In order to compensate for the temporally changing effect of aliasing and improve the coding efficiency of video coders, adaptive interpolation filtering schemes have been recently proposed. In such schemes, encoder computes the interpolation filter coefficients for each frame and then re-encodes the frame with the new adaptive filter. However, the coding efficiency benefit comes with the expense of increased encoding complexity due to this additional encoding pass. In this paper, we present two novel algorithms to reduce the encoding complexity of adaptive interpolation filtering schemes. First algorithm reduces the complexity of the second encoding pass by using a very lightweight motion estimation algorithm that reuses the data already computed in the first encoding pass. Second algorithm eliminates the second coding pass and re-uses the filter coefficients already computed for previous frames. Experimental results show that the proposed methods achieve between 1.5 to 2 times encoding complexity reduction with practically negligible penalty on coding efficiency.
自适应插值滤波器视频编码的快速编码算法
为了补偿混叠的时变效应,提高视频编码器的编码效率,近年来提出了自适应插值滤波方案。在这种方案中,编码器计算每帧的插值滤波系数,然后用新的自适应滤波器对帧进行重新编码。然而,编码效率的提高是以增加编码复杂性为代价的,因为这是额外的编码通道。本文提出了两种新的算法来降低自适应插值滤波方案的编码复杂度。第一种算法通过使用一种非常轻量级的运动估计算法来减少第二次编码传递的复杂性,该算法重用了在第一次编码传递中已经计算的数据。第二种算法消除了第二个编码通道,并重新使用已经为前一帧计算过的滤波器系数。实验结果表明,该方法可以将编码复杂度降低1.5 ~ 2倍,而编码效率几乎可以忽略不计。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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