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Adaptive Interpolation Filter for Motion and Aliasing Compensated Prediction

机译:自适应插值滤波器,用于运动和混叠补偿预测

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Common motion compensated hybrid video coding standards such as H.263, MPEG-1, MPEG-2, MPEG-4 are based on a fractional-pel displacement vector (DV) resolution of 1/2-pel. Recent approaches like MPEG-4 (ACE-profile) and H.26L use higher DV resolutions of 1/4-pel and 1/8-pel. In order to estimate and compensate fractional-pel displacements, the image signal has to be interpolated. Especially for higher DV resolutions an efficient interpolation filter is necessary. Thus, in MPEG-4 (ACE-profile) and H.26L 6 or 8-tap Wiener interpolation filters are applied. These Wiener filters were designed to interpolate the image signal while reducing spacial aliasing components that deteriorate the motion compensated prediction. In [12] we presented an improved interpolation filter that allows to interpolate an aliasing affected image more accurate then the conventional Wiener filter. This filter is a combination of the Wiener filter and a motion compensated interpolation filter. Up to now these filters are based on invariant filter coefficients. The same coefficients are applied for all sequences and for all images of a sequence. In [10] we presented an adaptive interpolation filter that improves the coding efficiency by reducing the impact of displacement estimation errors and by compensating the aliasing components. The interpolation scheme of [10] is based on filter coefficients that are adapted once per frame to the non-stationary statistical features of the sequence. This paper introduces a motion compensated adaptive interpolation filter that combines the frame-adaptive approach of [10] and the motion compensated interpolation approach of [12]. Due to the motion compensated adaptive interpolation filter, the coding efficiency of an H.26L codec is improved up to 0.8 dB.
机译:常见的运动补偿混合视频编码标准(例如H.263,MPEG-1,MPEG-2,MPEG-4)基于1/2像素的分数像素位移矢量(DV)分辨率。诸如MPEG-4(ACE配置文件)和H.26L之类的最新方法使用了1/4像素和1/8像素的更高DV分辨率。为了估计和补偿小数像素位移,必须对图像信号进行插值。尤其对于较高的DV分辨率,必须使用有效的插值滤波器。因此,在MPEG-4(ACE-profile)和H.26L中,应用了6或8抽头Wiener插值滤波器。这些维纳滤波器设计为可内插图像信号,同时减少会使运动补偿预测变差的空间混叠分量。在[12]中,我们提出了一种改进的插值滤波器,与传统的维纳滤波器相比,该插值滤波器可以更精确地插值混叠的受影响图像。该滤波器是维纳滤波器和运动补偿插值滤波器的组合。到目前为止,这些滤波器都基于不变的滤波器系数。相同的系数适用于所有序列和序列的所有图像。在[10]中,我们提出了一种自适应插值滤波器,该滤波器通过减少位移估计误差的影响并通过补偿混叠分量来提高编码效率。 [10]的内插方案基于滤波器系数,该系数每帧适应一次序列的非平稳统计特征。本文介绍了一种运动补偿的自适应插值滤波器,该滤波器将[10]的帧自适应方法与[12]的运动补偿的插值方法相结合。由于采用了运动补偿的自适应插值滤波器,H.26L编解码器的编码效率可提高到0.8 dB。

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