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Rate-distortion optimized mode selection method for multiple description video coding

机译:用于多描述视频编码的速率失真优化模式选择方法

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摘要

Multiple description coding (MDC) is a potential solution for video transmission over error-prone networks because it shows promising enhancement of error resilient capability. The MDC systems encode a single video stream into two or more equally important independent sub-streams, called descriptions. Therefore, if some of the descriptors get lost, remaining descriptors can be used to recover the video. Much research has proposed different information distribution methods. Since each method has different characteristic, we proposed a general rate-distortion optimization framework for MDC systems in this paper. By sophisticated rate-distortion analysis and optimization, the framework enables MDC systems to adaptively encode video considering contents and channel variation. Experimental results showed that, by comparing with the work in Tsai and You (IEEE Trans Circ Syst Video Technol 22(2):309-320, 2012), the proposed technique improves the R-D performance significantly. The improvement can be up to 2.4 dB for the channels with 0 %~20 % packet loss rates, and it can be even more if the loss rate increases. The proposed framework is not restricted to specific MDC tools. Ones can easily integrate their proposed coding tools into the framework and achieve better performance as long as the macroblock's bitrate and distortion information can be measured.
机译:多描述编码(MDC)是通过易错网络进行视频传输的一种潜在解决方案,因为它显示出有希望的增强的错误恢复能力。 MDC系统将单个视频流编码为两个或更多个同等重要的独立子流,称为描述。因此,如果某些描述符丢失,则剩余的描述符可用于恢复视频。许多研究提出了不同的信息分发方法。由于每种方法具有不同的特性,因此本文针对MDC系统提出了一种通用的速率失真优化框架。通过复杂的速率失真分析和优化,该框架使MDC系统能够考虑内容和频道变化对视频进行自适应编码。实验结果表明,通过与Tsai和You(IEEE Trans Circ Syst Video Technol 22(2):309-320,2012)中的工作进行比较,该技术显着提高了R-D性能。对于丢包率为0%〜20%的信道,这种改进可以达到2.4 dB,而如果丢包率增加,则可以提高甚至更多。提议的框架不限于特定的MDC工具。只要可以测量宏块的比特率和失真信息,人们就可以轻松地将其建议的编码工具集成到框架中并获得更好的性能。

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