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A graph-based approach for latency modeling and optimization in multiview video encoding

机译:基于图的多视图视频编码中的延迟建模和优化方法

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摘要

We present a novel framework for encoding latency analysis of arbitrary multiview video coding prediction structures. This framework avoids the need to consider an specific encoder architecture for encoding latency analysis by assuming an unlimited processing capacity on the multiview encoder. Under this assumption, only the influence of the prediction structure and the processing times have to be considered, and the encoding latency is solved systematically by means of a graph model. The results obtained with this model are valid for a multiview encoder with sufficient processing capacity and serve as a lower bound otherwise. Furthermore, with the objective of low latency encoder design with low penalty on rate-distortion performance, the graph model allows us to identify the prediction relationships that add higher encoding latency to the encoder. Experimental results for JMVM prediction structures illustrate how low latency prediction structures with a low rate-distortion penalty can be derived in a systematic manner using the new model.
机译:我们提出了一种新颖的框架,用于对任意多视图视频编码预测结构的编码延迟分析。通过假定多视图编码器上的处理能力不受限制,该框架避免了需要考虑用于编码等待时间分析的特定编码器体系结构。在此假设下,仅需考虑预测结构和处理时间的影响,并通过图形模型系统地解决编码延迟。使用此模型获得的结果对于具有足够处理能力的多视图编码器有效,否则将作为下限。此外,以低延迟编码器设计为目标,同时降低速率失真性能,图模型使我们能够确定将较高编码延迟添加到编码器的预测关系。 JMVM预测结构的实验结果说明了如何使用新模型以系统的方式导出具有低速率失真损失的低等待时间预测结构。

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