Subband coupling aware rate allocation for spatial scalability in 3-D wavelet video coding

doi:10.1109/TCSVT.2007.903550

	Subband coupling aware rate allocation for spatial scalability in 3-D wavelet video coding
	Xiong, Ruiqin ; Xu, Jizheng ; Wu, Feng ; Li, Shipeng ; Zhang, Ya-Qin
	2007-10-01
发表期刊	IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY
ISSN	1051-8215
卷号	17 期号:10 页码:1311-1324
摘要	The motion compensated temporal filtering (MCTF) technique, which is extensively used in 3-D) wavelet video coding schemes nowadays, leads to signal coupling among various spatial subbands because motion alignment is introduced in the temporal filtering. Using all spatial subbands as a reference enables MCTF to fully take advantage of temporal correlation across frames but inevitably brings drifting problem in supporting spatial scalability. This paper first analyzes the signal coupling phenomenon and then proposes a quantitative model to describe signal propagation across spatial subbands during the MCTF process. The signal propagation is modeled for a single MC step based on the shifting effect of wavelet synthesis filters and then it is extended to multilevel MCTF. This model is called subband coupling aware signal propagation (SCASP) model in this paper. Based on the model, we further propose a subband coupling aware rate allocation scheme as one possible solution to the above dilemma in supporting spatial scalability. To find the optimal rate allocation among all subbands for a specified reconstruction resolution, the SCASP model is used to approximate the reconstruction process and derive the synthesis gain of each subband with regard to that reconstruction. Experimental results have fully demonstrated the advantages of our proposed rate allocation scheme in improving both objective and subjective qualities of reconstructed low-resolution video, especially at middle bit rates and high bit rates.
关键词	motion compensated temporal filtering (MCTF) rate allocation signal propagation model spatial scalability subband coupling 3-D wavelet video coding
DOI	10.1109/TCSVT.2007.903550
收录类别	SCI
语种	英语
WOS研究方向	Engineering
WOS类目	Engineering, Electrical & Electronic
WOS记录号	WOS:000249959000004
出版者	IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
引用统计	被引频次：3[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/2XEOYT63/10952
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Xiong, Ruiqin
作者单位	1.Microsoft Res Asia, Beijing 100080, Peoples R China 2.Microsoft China R&D Grp, Beijing 100080, Peoples R China 3.Chinese Acad Sci, Inst Comp Technol, Beijing 100080, Peoples R China
推荐引用方式 GB/T 7714	Xiong, Ruiqin,Xu, Jizheng,Wu, Feng,et al. Subband coupling aware rate allocation for spatial scalability in 3-D wavelet video coding[J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,2007,17(10):1311-1324.
APA	Xiong, Ruiqin,Xu, Jizheng,Wu, Feng,Li, Shipeng,&Zhang, Ya-Qin.(2007).Subband coupling aware rate allocation for spatial scalability in 3-D wavelet video coding.IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY,17(10),1311-1324.
MLA	Xiong, Ruiqin,et al."Subband coupling aware rate allocation for spatial scalability in 3-D wavelet video coding".IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY 17.10(2007):1311-1324.