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A Rate-Distortion Optimized Multiple Description Video Codec for Error Resilient Transmission

机译:速率失真优化的多描述视频编解码器,用于错误恢复

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摘要

The demand for applications like transmission and sharing of video is ever-increasing. Although network resources (bandwidth in particular) and coverage, networking technologies, compression ratio of state-of-the-art video coders have improved, unreliability of the transmission medium prevents us from gaining the most benefit from these applications. This thesis introduces a video coder that is resilient to network failures for transmission applications by using the framework of multiple description coding (MDC). Unlike traditional video coding which compresses the video into single bitstream, in MDC the video is compressed into more than one bitstream which can be independently decoded. It not only averages out the effect of network errors over the bitstreams but it also makes it possible to utilize the multipath nature of most network topologies. An end-to-end rate-distortion optimization is proposed for the codec to make sure that the codec exhibits improved compression performance and that the descriptions are equally efficient to improve the final video quality. An optimized strategy for packetising the compressed bitstreams of the descriptions is also proposed which guarantees that each packet is self-contained and efficient. The evaluation of the developed MD codec over simulated unreliable packet networks shows that it is possible to achieve improved resilience with the proposed strategies and the end video quality is significantly improved as a result. This is further verified with subjective evaluation over a range of different types of video test sequences.
机译:对诸如视频的传输和共享之类的应用程序的需求正在不断增长。尽管网络资源(特别是带宽)和覆盖范围,网络技术,最新视频编码器的压缩率都得到了改善,但传输介质的不可靠性使我们无法从这些应用程序中获得最大收益。本文介绍了一种视频编码器,该视频编码器通过使用多描述编码(MDC)框架来抵抗传输应用程序的网络故障。与将视频压缩成单个比特流的传统视频编码不同,在MDC中,视频被压缩成一个以上的比特流,可以独立解码。它不仅可以对比特流上网络错误的影响进行平均,而且还可以利用大多数网络拓扑的多径特性。提出了一种针对编解码器的端到端速率失真优化,以确保编解码器展现出改进的压缩性能,并且描述同样有效地提高了最终视频质量。还提出了一种用于对描述的压缩比特流进行打包的优化策略,该策略可确保每个包都是独立的且高效的。在模拟的不可靠的分组网络上对开发的MD编解码器的评估表明,使用所提出的策略可以实现更高的弹性,从而显着提高了最终视频质量。通过对一系列不同类型的视频测试序列进行主观评估,可以进一步验证这一点。

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