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
  • [31] HEVC-BASED MOTION COMPENSATED JOINT TEMPORAL-SPATIAL VIDEO DENOISING
    Tang, Minhao
    Han, Yuxing
    Wen, Jiangtao
    Yang, Shiqiang
    2017 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2017, : 1797 - 1801
  • [32] Joint Temporal-Spatial Information and Common Network Consistency Constraint for Person Re-identification
    Cheng, Zhaoxi
    Yang, Hua
    Chen, Lin
    COMPUTER VISION, PT III, 2017, 773 : 328 - 339
  • [33] A Flexible Bit Allocation Algorithm Based on Adaptive Method for OFDM Channels
    Wang, Anding
    Li, Shiju
    2007 INTERNATIONAL CONFERENCE ON WIRELESS COMMUNICATIONS, NETWORKING AND MOBILE COMPUTING, VOLS 1-15, 2007, : 291 - 294
  • [34] Video Object Extraction Integrating Temporal-Spatial Information
    Zhu, Shiping
    Gao, Jie
    PROCEEDINGS OF THE 2ND INTERNATIONAL CONFERENCE ON ELECTRONIC & MECHANICAL ENGINEERING AND INFORMATION TECHNOLOGY (EMEIT-2012), 2012, 23
  • [35] Temporal-spatial information mining and aggregation for video matting
    Zhiwei Ma
    Guilin Yao
    Multimedia Tools and Applications, 2024, 83 : 29221 - 29237
  • [36] Temporal-spatial information mining and aggregation for video matting
    Ma, Zhiwei
    Yao, Guilin
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (10) : 29221 - 29237
  • [37] Human Activity Classification and Localization Algorithm Based on Temporal-Spatial Virtual Array
    Okamoto, Yoshihisa
    Ohtsuki, Tomoaki
    2013 IEEE INTERNATIONAL CONFERENCE ON COMMUNICATIONS (ICC), 2013, : 1512 - 1516
  • [38] Temporal-spatial filter algorithm for MRP feature extraction
    Xie, Shengli
    Lv, J.
    Liu, Meichun
    Wang, Jin
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 707 - +
  • [39] Temporal-spatial memory: retrieval of spatial information does not reduce recency
    Farrand, P
    Parmentier, FBR
    Jones, DM
    ACTA PSYCHOLOGICA, 2001, 106 (03) : 285 - 301
  • [40] MPEG video transcoding with joint temporal-spatial rate control
    Liu, S
    Kuo, CCJ
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXV, 2002, 4790 : 278 - 289