Joint Optimization Algorithm for Adaptive Bit Allocation Based on Temporal-Spatial Information

被引:0
|
作者
Wang, Shaokang [1 ,2 ,3 ]
Sun, Songlin [1 ,2 ,3 ]
机构
[1] Beijing Univ Posts & Telecommun, Sch Informat & Commun Engn, Beijing, Peoples R China
[2] Minist Educ, Key Lab Trustworthy Distributed Comp & Serv BUPT, Beijing, Peoples R China
[3] Minist Educ, Engn Res Ctr Blockchain & Network Convergence Tec, Beijing, Peoples R China
关键词
D O I
10.1109/APSIPAASC58517.2023.10317367
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Versatile Video Coding (VVC) standard further improves the video compression ratio. Despite inter prediction and intra prediction effectively eliminating temporal and spatial residual information, there is still room for further improvement in rate control (RC) accuracy and rate distortion (R-D) performance. In view of the above issues, the joint optimization RC algorithm for adaptive bit allocation for VVC is proposed. In this paper, the proposed algorithm utilizes a specific pre-analysis mechanism so that the Temporal-Spatial Information (TSI) is obtained. And then the TSI is integrated into the RC model so as to optimize adaptive bit allocations for frame-level and coding tree unit level (CTU-level). Experimental results have shown that compared to the default RC under common test conditions (CTC), the proposed RC algorithm achieves obvious 2.26% Bjontegaard Delta rate (BD-rate) saving, and the RC accuracy can be improved in the Random Access (RA) configuration.
引用
收藏
页码:2037 / 2042
页数:6
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