一种消除分布式视频编码中反馈信道的信息论方法

C. Yaacoub, J. Farah
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引用次数: 0

摘要

本文提出了一种估计分布式视频编码系统中Wyner-Ziv帧压缩边界的信息理论方法,该方法考虑了捕获视频场景中的运动量以及传输信道条件。仿真结果表明,系统的实际性能与理论极限相当。因此,基于分析估计,可以在不需要反馈信道的情况下预测每帧的合适压缩率,与经典的基于反馈的编码系统相比,系统的率失真性能损失较小。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An information-theoretic approach for removing feedback channels in distributed video coding
This paper presents an information-theoretic approach for estimating the compression bounds of Wyner-Ziv frames in a distributed video coding system, taking into account the amount of motion in the captured video scene, as well as the transmission channel conditions. Simulation results show a comparable behavior between the practical system performance and the theoretical limits. Therefore, based on the analytical estimations, a suitable compression rate can be predicted for each frame without the need for a feedback channel, with a minor loss in the system's rate-distortion performance compared to the classical feedback-based coding system.
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