Delay-distortion optimization for content-adaptive video streaming

被引:12
|
作者
Ozcelebi, Tanir [1 ]
Tekalp, A. Murat [1 ]
Civanlar, M. Reha [1 ]
机构
[1] Koc Univ, Coll Engn, TR-34450 Istanbul, Turkey
关键词
content adaptive video coding; GoP rate allocation; pre-roll delay; semantic relevance; video streaming;
D O I
10.1109/TMM.2007.895670
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
We propose a new pre-roll delay-distortion optimization (DDO) framework that allows determination of the minimum pre-roll delay and distortion while ensuring continuous playback for on-demand content-adaptive video streaming over limited bitrate networks. The input video is first divided into temporal segments, which are assigned a relevance weight and a maximum distortion level, called relevance-distortion policy, which may be specified by the user. The system then encodes the input video according to the specified relevance-distortion policy, whereby the optimal spatial and temporal resolutions and quantization parameters, also called encoding parameters, are selected for each temporal segment. The optimal encoding parameters are computed using a novel, multi-objective optimization formulation, where a relevance weighted distortion measure and pre-roll delay are jointly minimized under maximum allowable buffer size, continuous playback, and maximum allowable distortion constraints. The performance of the system has been demonstrated for on-demand streaming of soccer videos with substantial improvement in the weighted distortion without any increase in pre-roll delay over a very low-bitrate network using AVC/H.264 encoding.
引用
收藏
页码:826 / 836
页数:11
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