Rate Control Optimization for Temporal-Layer Scalable Video Coding

被引:60
作者
Hu, Sudeng [1 ]
Wang, Hanli [2 ,3 ]
Kwong, Sam [1 ]
Zhao, Tiesong [1 ]
Kuo, C. -C. Jay [4 ,5 ]
机构
[1] City Univ Hong Kong, Dept Comp Sci, Kowloon, Hong Kong, Peoples R China
[2] Tongji Univ, Dept Comp Sci & Technol, Shanghai 200092, Peoples R China
[3] Tongji Univ, Key Lab Embedded Syst & Serv Comp, Minist Educ, Shanghai 200092, Peoples R China
[4] Univ So Calif, Ming Hsieh Dept Elect Engn, Los Angeles, CA 90089 USA
[5] Univ So Calif, Signal & Image Proc Inst, Los Angeles, CA 90089 USA
关键词
Hierarchical B-picture prediction; rate control; rate-distortion model; scalable video coding; temporal scalability; RATE-DISTORTION OPTIMIZATION; RATE CONTROL SCHEME; H.264/AVC;
D O I
10.1109/TCSVT.2011.2138810
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A novel frame-level rate control (RC) algorithm is presented in this paper for temporal scalability of scalable video coding. First, by introducing a linear quality dependency model, the quality dependency between a coding frame and its references is investigated for the hierarchical B-picture prediction structure. Second, linear rate-quantization (R-Q) and distortionquantization (D-Q) models are introduced based on different characteristics of temporal layers. Third, according to the proposed quality dependency model and R-Q and D-Q models for each temporal layer, adaptive weighting factors are derived to allocate bits efficiently among temporal layers. Experimental results on not only traditional quarter common intermediate format/common intermediate format but also standard definition and high definition sequences demonstrate that the proposed algorithm achieves excellent coding efficiency as compared to other benchmark RC schemes.
引用
收藏
页码:1152 / 1162
页数:11
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