Optimum Quality Control Algorithm for Versatile Video Coding

被引:11
|
作者
Zhou, Mingliang [1 ]
Wei, Xuekai [1 ,2 ]
Ji, Cheng [3 ]
Xiang, Tao [1 ]
Fang, Bin [1 ]
机构
[1] Chongqing Univ, Sch Comp Sci, Chongqing 400044, Peoples R China
[2] Beijing Normal Univ, Sch Artificial Intelligence, Beijing 100875, Peoples R China
[3] Nanjing Univ Sci & Technol, Sch Comp Sci & Engn, Nanjing 210000, Peoples R China
基金
中国国家自然科学基金;
关键词
Encoding; Bit rate; Video coding; Quality control; Proposals; Distortion; Streaming media; rate control; rate-quality; VVC; constant quality; FRAME RATE CONTROL; BIT ALLOCATION; DECISION; TEXTURE; LEVEL; MODEL;
D O I
10.1109/TBC.2022.3147103
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
We propose a quality control method that replaces rate control in video coding and achieves quality control with the minimum bit rate. First, based on the rate-distortion model, we establish a Karush-Kuhn-Tucker equation considering the convergent properties of variational inequalities to solve the continuous convex problem. Second, combined with the rate-quality (R-Q) model, the proposed algorithm is implemented under versatile video coding (VVC) to obtain the optimal closed-form solution for the quantization parameters of a coding unit through the Lagrange multiplier method. Experiments reveal that our algorithm can achieve stable video coding quality while guaranteeing coding performance, achieving high quality control accuracy with constant quality.
引用
收藏
页码:582 / 593
页数:12
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