A Novel Rate Control Algorithm Based on ρ Model for Multiview High Efficiency Video Coding

被引:5
作者
Yan, Tao [1 ]
Ra, In-Ho [2 ]
Zhang, Qian [3 ]
Xu, Hang [1 ]
Huang, Linyun [1 ]
机构
[1] Putian Univ, Sch Informat Engn, Putian 351100, Peoples R China
[2] Kunsan Natl Univ, Sch Comp Informat & Commun Engn, Gunsan 54150, South Korea
[3] Shanghai Normal Univ, Sch Informat Mech & Elect Engn, Shanghai 200234, Peoples R China
基金
新加坡国家研究基金会;
关键词
multiview high efficiency video coding; rho model; bit allocation; rate control; image similarity; frame complexity; LEVEL RATE CONTROL; OPTIMAL BIT ALLOCATION; FRAME LEVEL; OPTIMIZATION; DECISION; TEXTURE;
D O I
10.3390/electronics9010166
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Most existing rate control algorithms are based on the rate-quantization (R-Q) model. However, with video coding schemes becoming more flexible, it is very difficult to accurately model the R-Q relationship. Therefore, in this study we propose a novel rho domain rate control algorithm for multiview high efficiency video coding (MV-HEVC). Firstly, in order to further improve the efficiency of MV-HEVC, this paper uses our previous research algorithm to optimize the MV-HEVC prediction structure. Then, we established the rho domain rate control model based on multi-objective optimization. Finally, it used image similarity to analyze the correlation between viewpoints, using encoded information and frame complexity to proceed in bit allocation and bit rate control of the inter-view, frame lay, and base unit. The experimental simulation results show that the algorithm can simultaneously maintain high coding efficiency, where the average error of the actual bit rate and the target bit rate is only 0.9%.
引用
收藏
页数:13
相关论文
共 34 条
  • [1] Amer H, 2016, IEEE IMAGE PROC, P809, DOI 10.1109/ICIP.2016.7532469
  • [2] Eom Y, 2015, IEEE INT C SEMANT CO, P470, DOI 10.1109/ICOSC.2015.7050854
  • [3] Rate-Distortion Optimized Mode Switching for Error-Resilient Multi-View Video Plus Depth Based 3-D Video Coding
    Gao, Pan
    Xiang, Wei
    [J]. IEEE TRANSACTIONS ON MULTIMEDIA, 2014, 16 (07) : 1797 - 1808
  • [4] Data-Driven Rate Control for Rate-Distortion Optimization in HEVC Based on Simplified Effective Initial QP Learning
    Gao, Wei
    Kwong, Sam
    Jiang, Qiuping
    Fong, Chi-Keung
    Wong, Peter H. W.
    Yuen, Wilson Y. F.
    [J]. IEEE TRANSACTIONS ON BROADCASTING, 2019, 65 (01) : 94 - 108
  • [5] Optimal Bit Allocation at Frame Level for Rate Control in HEVC
    Guo, Hongwei
    Zhu, Ce
    Li, Shengxi
    Gao, Yanbo
    [J]. IEEE TRANSACTIONS ON BROADCASTING, 2019, 65 (02) : 270 - 281
  • [6] A linear source model and a unified rate control algorithm for DCT video coding
    He, ZH
    Mitra, SK
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2002, 12 (11) : 970 - 982
  • [7] Low-delay rate control for DCT video coding via ρ-domain source modeling
    He, ZH
    Kim, YK
    Mitra, SK
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2001, 11 (08) : 928 - 940
  • [8] Ikai T., 2016, P 14 M SAN DIEG CA U, P22
  • [9] Efficient Inter-View Motion Vector Prediction in Multi-View HEVC
    Lee, Jae-Yung
    Han, Jong-Ki
    Kim, Jae-Gon
    Nguyen, Truong Q.
    [J]. IEEE TRANSACTIONS ON BROADCASTING, 2018, 64 (03) : 666 - 680
  • [10] Lee P.J., 2011, IEEE T CIRCUITS SYST, V25, P139