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A novel low complexity local hybrid pseudo-SSIM-SATD distortion metric towards perceptual rate control

机译:一种面向感知速率控制的新型低复杂度本地混合伪SSIM-SATD失真度量

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摘要

The front-end block-based video encoder applies an Image Quality Assessment (IQA) as part of the distortion metric. Typically, the distortion metric applies uniform weighting for the absolute differences within a Sub-Macroblock (Sub-MB) at any given time. As video is predominately designed for Humans, the distortion metric should reflect the Human Visual System (HVS). Thus, a perceptual distortion metric (PDM), will lower the convex hull of the Rate-Distortion (R-D) curve towards the origin, by removing perceptual redundancy and retaining perceptual clues. Structured Similarity (SSIM), a perceptual IQA, has been adapted via logarithmic functions to measure distortion, however, it is restricted to the Group of Picture level and hence unable to adapt to the local Sub-MB changes. This paper proposes a Local Hybrid Pseudo-SSIM-SATD (LHPSS) Distortion Metric, operating at the Sub-MB level and satisfying the Triangle Equality Rule (≤). A detailed discussion of LHPSS's Psuedo-SSIM model will illustrate how SSIM can be perceptually scaled within the distortion metric space of SATD using non-logarithmic functions. Results of HD video encoded across different QPs will be presented showing the competitive bit usage under IbBbBbBbP prediction structure for similar image quality. Finally, the mode decision choices superimposed on the Intra frame will illustrate that LHPSS lowers the R-D curve as homogeneous regions are represented with larger block size.
机译:前端基于块的视频编码器应用图像质量评估(IQA)作为失真度量的一部分。通常,失真度量会在任何给定时间对Sub-Macroblock(Sub-MB)内的绝对差异应用统一的加权。由于视频主要是为人类设计的,因此失真度量应反映人类视觉系统(HVS)。因此,通过消除感知冗余并保留感知线索,感知失真度量(PDM)将降低速率失真(R-D)曲线的凸包朝向原点。结构相似性(SSIM)是一种感知IQA,已通过对数函数进行了调整以测量失真,但是,它仅限于“图片组”级别,因此无法适应本地Sub-MB更改。本文提出了一种局部混合伪SSIM-SATD(LHPSS)失真度量标准,该度量标准在Sub-MB级别上运行并且满足三角相等规则(≤)。对LHPSS的Psuedo-SSIM模型的详细讨论将说明如何使用非对数函数在SATD的失真度量空间内感知地缩放SSIM。将展示跨不同QP编码的高清视频的结果,显示在IbBbBbBbPP预测结构下具有相似图像质量的竞争位使用情况。最后,叠加在帧内帧上的模式决策选择将说明LHPSS降低了R-D曲线,因为均质区域以较大的块大小表示。

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