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Data-adaptive digital video format conversion algorithms

机译:数据自适应数字视频格式转换算法

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With the emergence of advanced display media as well as digital video coding and compression schemes came a variety of new video formats including program content dependent formats, as proposed by the Grand Alliance for their high definition television (HDTV) standard. Digital video down-conversion is a low complexity quality reduction task, whereas the more complex video up-conversion incorporates a tradeoff between computational cost and perceptual quality. Motion-compensated conversion algorithms have the potential for good results, but go in hand with a computational complexity disadvantage, whereas motion-adaptive interpolation methods constitute a compromise between the extremes. This paper presents a general motion-adaptive format conversion approach based on a multiresolution decomposition and nonlinear subband interpolation filtering. The class of Ll permutation filters feature a flexible, input-signal dependent behavior by exploiting the order statistics of an input signal. In this paper, such an approach is utilized for interpolation purposes, applicable to any arbitrary format conversion problem. A successful application of Ll filter based interpolators in combination with a hierarchical multiresolution decomposition as a motion-adaptive format conversion method is presented. As an evaluation of performance, two format conversion case studies are presented, namely deinterlacing for progressive display media and frame-rate up-conversion for the reduction of temporal artifacts.
机译:随着高级显示媒体以及数字视频编码和压缩方案的出现,大联盟为高清晰度电视(HDTV)标准提出了各种新的视频格式,包括与节目内容有关的格式。数字视频下转换是低复杂度的质量降低任务,而更复杂的视频上转换则在计算成本和感知质量之间进行了权衡。运动补偿的转换算法具有取得良好结果的潜力,但在计算复杂度上却处于不利地位,而运动自适应插值方法构成了极端之间的折衷。本文提出了一种基于多分辨率分解和非线性子带插值滤波的通用运动自适应格式转换方法。 L1置换滤波器的类别通过利用输入信号的阶数统计而具有灵活的,依赖于输入信号的行为。在本文中,这种方法用于插值目的,适用于任何任意格式转换问题。提出了基于L1滤波器的插值器与分层多分辨率分解相结合作为运动自适应格式转换方法的成功应用。作为对性能的评估,提出了两种格式转换案例研究,即用于逐行显示媒体的去隔行和用于减少时间伪像的帧速率上转换。

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