An Optimized Rate Control for Low-Delay H.265/HEVC

被引:32
作者
Chen, Zhenzhong [1 ,2 ]
Pan, Xiang [1 ]
机构
[1] Wuhan Univ, Sch Comp Sci, Wuhan 430072, Hubei, Peoples R China
[2] Wuhan Univ, Sch Remote Sensing & Informat Engn, Wuhan 430072, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
High efficiency video coding (HEVC); decision making; rate control; RATE-DISTORTION OPTIMIZATION; BIT ALLOCATION; VIDEO; EFFICIENCY; SCHEME;
D O I
10.1109/TIP.2019.2911180
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, an optimized coding tree unit (CTU)-level rate control approach is proposed for low-delay high-efficiency video coding (H. 265/ HEVC). Unlike the traditional explicitly estimated rate-distortion (R-D) model, the distributions of parameters of the estimated R-D model are considered. Accordingly, we formulate the CTU-level rate allocation for H.265/HEVC as the decision-making problem, where the objective is to minimize the summation of CTUs' expected distortion under the given rate constraint. Moreover, a two-stage Bisection-based method is proposed to solve the optimization problem, as the rate control algorithm for H.265/HEVC. The R-D performance improvements on Bjontegaard delta bit rate demonstrate the advances of the proposed method.
引用
收藏
页码:4541 / 4552
页数:12
相关论文
共 36 条
[1]  
Bjontegaard G., 2001, P ITU T VID COD EXP
[2]  
Boyd Stephen P., 2014, Convex Optimization
[3]   A rate and distortion analysis for H.264/AVC video coding [J].
Chen, Zhenzhong .
PROCEEDINGS OF 2008 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS, VOLS 1-10, 2008, :1612-1615
[4]   Recent advances in rate control for video coding [J].
Chen, Zhenzhong ;
Ngan, King Ngi .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2007, 22 (01) :19-38
[5]   Towards rate-distortion tradeoff in real-time color video coding [J].
Chen, Zhenzhong ;
Ngan, King Ngi .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2007, 17 (02) :158-167
[6]   Distortion variation minimization in real-time video coding [J].
Chen, Zhenzhong ;
Ngan, King Ngi .
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2006, 21 (04) :273-279
[7]   A new rate control scheme using quadratic rate distortion model [J].
Chiang, TH ;
Zhang, YQ .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 1997, 7 (01) :246-250
[8]   Rate and Power Allocation for Joint Coding and Transmission in Wireless Video Chat Applications [J].
Chuah, Seong-Ping ;
Tan, Yap-Peng ;
Chen, Zhenzhong .
IEEE TRANSACTIONS ON MULTIMEDIA, 2015, 17 (05) :687-699
[9]   A Context-Adaptive Prediction Scheme for Parameter Estimation in H.264/AVC Macroblock Layer Rate Control [J].
Dong, Jianpeng ;
Ling, Nam .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2009, 19 (08) :1108-1117
[10]   SSIM-Based Game Theory Approach for Rate-Distortion Optimized Intra Frame CTU-Level Bit Allocation [J].
Gao, Wei ;
Kwong, Sam ;
Zhou, Yu ;
Yuan, Hui .
IEEE TRANSACTIONS ON MULTIMEDIA, 2016, 18 (06) :988-999