Feedback-Free Binning Design for Mobile Wyner-Ziv Video Coding: An Operational Duality between Source Distortion and Channel Capacity

doi:10.1109/TMC.2016.2604262

	Feedback-Free Binning Design for Mobile Wyner-Ziv Video Coding: An Operational Duality between Source Distortion and Channel Capacity
	Ji, Wen 1; Ji, Xiangyang 2; Chen, Yiqiang 1
	2017-06-01
发表期刊	IEEE TRANSACTIONS ON MOBILE COMPUTING
ISSN	1536-1233
卷号	16 期号:6 页码:1615-1629
摘要	Most mobile video applications require the encoder to have low complexity. Wyner-Ziv (WZ) video coding removes complex motion estimation from the encoder, and provides error resilience from the embedded channel coding module. WZ video coding is regarded as a promising encoder for wireless video systems. Most WZ video coding based on channel codes is a practical implementation of the binning schemes. In this work, we present a novel two-tier binning scheme that consists of the inner and outer structure, for improving rate-distortion performance. First, we develop a Raptor coding with side information to construct the inner binning structure, which provides a lower rate. Second, for the outer binning, we model the WZ video coding architecture as a multiaccess channel, so that we can exploit the property of channel capacity. Third, we exploit the duality property of WZ video coding. Based on such a property, both the primal and dual solutions are subsequently provided in this study. For the primal problem of distortion minimization, we develop dynamic programming to find the optimal binning policy, whereas for the dual problem of capacity maximization, we devise a near sum-capacity binning algorithm. The objective is to lower the coding rate with lower complexity. Experimental results showed that when compared with the state-of-the-art coding, the decoding performance and the quality of our proposed method were respectively enhanced. Besides, we observed that the decoding distortion was reduced through the proposed outer binning, while the proposed inner binning based on Raptor coding by jointly considering side information (SI) lead to a low bitrate when a target decoding quality was specified. Such findings have substantiated the effectiveness of our method.
关键词	Wyner-Ziv video coding binning duality feedback-free
DOI	10.1109/TMC.2016.2604262
收录类别	SCI
语种	英语
资助项目	National Natural Science Foundation of China[61572466] ; National Natural Science Foundation of China[61325003] ; Beijing Natural Science Foundation[4162059]
WOS研究方向	Computer Science ; Telecommunications
WOS类目	Computer Science, Information Systems ; Telecommunications
WOS记录号	WOS:000401089900010
出版者	IEEE COMPUTER SOC
引用统计	被引频次：5[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/7165
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Ji, Wen
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing Key Lab Mobile Comp & Pervas Device, Beijing 100190, Peoples R China 2.Tsinghua Univ, Automat Dept, Beijing 100084, Peoples R China
推荐引用方式 GB/T 7714	Ji, Wen,Ji, Xiangyang,Chen, Yiqiang. Feedback-Free Binning Design for Mobile Wyner-Ziv Video Coding: An Operational Duality between Source Distortion and Channel Capacity[J]. IEEE TRANSACTIONS ON MOBILE COMPUTING,2017,16(6):1615-1629.
APA	Ji, Wen,Ji, Xiangyang,&Chen, Yiqiang.(2017).Feedback-Free Binning Design for Mobile Wyner-Ziv Video Coding: An Operational Duality between Source Distortion and Channel Capacity.IEEE TRANSACTIONS ON MOBILE COMPUTING,16(6),1615-1629.
MLA	Ji, Wen,et al."Feedback-Free Binning Design for Mobile Wyner-Ziv Video Coding: An Operational Duality between Source Distortion and Channel Capacity".IEEE TRANSACTIONS ON MOBILE COMPUTING 16.6(2017):1615-1629.