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Use of a human visual model in subband coding of color video signal with adaptive chrominance signal vector quantization

机译:人类视觉模型在具有自适应色度信号矢量量化的彩色视频信号的子带编码中的应用

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Abstract: This paper deals with vector quantization of sub-band video color images with a high visual quality. If many papers have already been published about the use of both techniques for monochrome still images, few of them work with color images. Our work concerns the use of some important human visual system properties to derive an optimized vector quantization of sub-band decomposed TV images. Two major properties are used. First, spatial frequency dependence in the fovea filtering is pushed into a distortion measure for vector quantization. Second, and perhaps the most important, is that the codebook design is performed in the splitting algorithm by incorporating two complementary thresholds in the global evaluation of the distortion for each class of the codebook: a visibility threshold and an annoyance threshold. With these techniques we designed optimized codebooks (with or without classification) which allowed visual vector quantizing of the chrominance component of color video digital signal without any visible impairment and with a high compression ratio.!9
机译:摘要:本文研究了具有较高视觉质量的子带视频彩色图像的矢量量化。如果已经发表了许多关于将两种技术用于单色静止图像的论文,那么很少有彩色图像可以使用。我们的工作涉及使用某些重要的人类视觉系统属性来得出子带分解电视图像的优化矢量量化。使用了两个主要属性。首先,中央凹滤波中的空间频率依赖性被推入失真量度以进行矢量量化。其次,也许是最重要的一点是,在拆分算法中,通过将两个互补阈值合并到针对每个代码簿类的失真的全局评估中,来执行码本设计:可见性阈值和烦人度阈值。利用这些技术,我们设计了优化的密码本(有或没有分类),可以对彩色视频数字信号的色度分量进行视觉矢量量化,而不会产生任何可见的损害,并且具有很高的压缩率。9

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