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A uniform transform domain video codec based on dual tree complex wavelet transform

机译:基于双树复小波变换的统一变换域视频编解码器

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This paper describes a uniform transform domain video codec where the motion estimation/compensation (ME) is performed in the transform domain. The estimation technique discussed here is a subpixel transform domain ME based on the dual tree complex wavelet transform (DT CWT) and a maximum phase correlation technique. The DT CWT is a multiresolution fine-to-coarse bandpass filtered decomposition of each still frame and has desirable properties of shiftability, directional selectivity and perfect reconstruction (PR). Estimation is first performed at the finest resolution and successively proceeds to the coarse resolutions using a fine-to-coarse strategy. This gives multiresolution motion estimates enabling estimation of current frame transform coefficients from the corresponding ones in the previous frame. The key difference of this approach is the transform domain error frames-a uniform transform domain video codec. This further simplifies the encoder and decoder resulting in computational savings with comparable performance to the standards.
机译:本文介绍了一种统一的变换域视频编解码器,其中在变换域中执行了运动估计/补偿(ME)。这里讨论的估计技术是基于双树复数小波变换(DT CWT)和最大相位相关技术的子像素变换域ME。 DT CWT是每个静止帧的多分辨率精细到粗带通滤波分解,并具有所需的可移动性,方向选择性和完美重构(PR)特性。估算首先以最高分辨率进行,然后使用精细到粗略策略逐步进行到粗略分辨率。这给出了多分辨率运动估计,从而能够根据前一帧中的相应帧变换系数来估计当前帧变换系数。这种方法的主要区别是变换域错误帧-统一的变换域视频编解码器。这进一步简化了编码器和解码器,从而节省了计算量,并且性能可与标准相媲美。

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