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
相关论文
共 50 条
  • [1] Joint temporal-spatial bit allocation for video coding with dependency
    Liu, S
    Kuo, CCJ
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2005, 15 (01) : 15 - 26
  • [2] Bit allocation for video coding with temporal-spatial tradeoff
    Liu, S
    Kim, J
    Kuo, CCJ
    ADVANCES IN MUTLIMEDIA INFORMATION PROCESSING - PCM 2001, PROCEEDINGS, 2001, 2195 : 466 - 473
  • [3] An Adaptive Dynamic Channel Allocation Algorithm Based on a Temporal-Spatial Correlation Analysis for LEO Satellite Networks
    Wang, Juan
    Sun, Lijuan
    Zhou, Jian
    Han, Chong
    APPLIED SCIENCES-BASEL, 2022, 12 (21):
  • [4] Joint Temporal-spatial Domain for Adaptive Block Compressed Sensing Video Reconstruction Algorithm
    Luo, Hui
    Zheng, Xiangwen
    Lu, Chunyu
    2018 IEEE 3RD INTERNATIONAL CONFERENCE ON SIGNAL AND IMAGE PROCESSING (ICSIP), 2018, : 138 - 142
  • [5] A Stereo Object Segmentation Algorithm Based on Disparity and Temporal-Spatial Information
    Chen, Jing
    Cai, Canhui
    Li, Cuihua
    IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATIONS SYSTEMS (ISPACS 2012), 2012,
  • [6] Complexity reduction of joint temporal-spatial bit allocation using R-D models for video streaming
    Liu, S
    Kuo, CCJ
    2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS, 2002, : 729 - 732
  • [7] The foreground detection algorithm combined the temporal-spatial information and adaptive visual background extraction
    Qu, Z.
    Huang, X. -L.
    IMAGING SCIENCE JOURNAL, 2017, 65 (01): : 49 - 61
  • [8] Joint temporal-spatial rate control for adaptive video transcoding
    Liu, S
    Kuo, CCJ
    2003 INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, VOL II, PROCEEDINGS, 2003, : 225 - 228
  • [9] Hybrid De-Interlacing Algorithm with Adaptive Interpolation Based on Temporal-Spatial Characteristics
    Zhang T.
    Chen Y.
    Lei Z.
    Tianjin Daxue Xuebao (Ziran Kexue yu Gongcheng Jishu Ban)/Journal of Tianjin University Science and Technology, 2018, 51 (01): : 73 - 78
  • [10] Estimation of joint temporal-spatial semivariograms
    Buxton, BE
    Pate, AD
    GEOSTATISTICS WOLLONGONG '96, VOLS 1 AND 2, 1997, 8 (1-2): : 150 - 161