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Distributed video coding based on lossy syndromes generated in hybrid pixel/transform domain

机译:基于混合像素/变换域中生成的有损校正子的分布式视频编码

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摘要

A recently proposed class of distributed source coding based video coders enables low-complexity compression and robust transmission over unreliable channels. These architectures process the video signal either in the pixel or in the transform domain generating some side information that permits a correct decoding of the coded image from a set of possible correlated sources. The approach proposed in this paper processes the video sequence both in the pixel and in the transform domain exploiting the advantages of both schemes and generating a set of lossy syndromes. The resulting video coding scheme requires a lower computational complexity at the decoder with respect to their transform-domain counterparts (like DISCOVER or PRISM) and provides a high compression gain and an increased robustness against channel losses.
机译:最近提出的一类基于分布式源编码的视频编码器能够实现低复杂度压缩和在不可靠通道上的可靠传输。这些体系结构在像素或变换域中处理视频信号,生成一些辅助信息,以允许从一组可能的相关源中正确解码编码图像。本文提出的方法利用两种方案的优势并在像素域和变换域中处理视频序列,并生成一组有损校正子。相对于其变换域对应物(例如DISCOVER或PRISM),所得的视频编码方案在解码器处需要较低的计算复杂度,并提供高压缩增益和增强的抵抗信道损耗的鲁棒性。

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