A Novel Quality Enhanced Low Complexity Rate Control Algorithm for HEVC

被引:1
|
作者
Zhao, Fei [1 ,3 ]
Ku, ChungWen [2 ,3 ]
Xiang, Guoqing [1 ,3 ]
Jia, Huizhu [1 ,3 ]
Cui, Yuehua [4 ]
Li, Yuan [1 ,3 ]
Xie, Xiaodong [1 ,3 ]
机构
[1] Peking Univ, Sch Elect Engn & Comp Sci, Beijing, Peoples R China
[2] Peking Univ, Sch Software & Microelect, Beijing, Peoples R China
[3] Peking Univ, Natl Engn Lab Video Technol, Beijing, Peoples R China
[4] Hulun Buir Coll, Hulun Buir, Peoples R China
关键词
HEVC; rate control; I-frame quantization parameters; parameters updating;
D O I
10.1109/vcip49819.2020.9301821
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Rate control (RC) is a key technology in video coding which is mainly responsible for adapting the compressed video quality as much as possible under limited bandwidth. Typical RC methods consist of initial quantization parameters of I-frames decision and control parameters updating procedures. However, on the one hand, I-frames quantization parameter (QP) is decided by the sum of absolute transformed difference (SATD) computation, which is time consuming for low delay applications. On the other hand, the RC parameters are only updated ignoring the distortion characteristics for inter frame, which cannot achieve optimal rate distortion (RD) performance. Therefore, a novel RC method which considers distortion characteristics for model parameters updating for quality enhancement is proposed in this paper, including a low complexity based I-frame QP decision strategy of low delay applications. For which estimated distortion characteristics and the previous QPs are employed, respectively. Through the experimental results, with more accurate RC precision and negligible I-frame QP computation time, the proposed rate control scheme improves the performance gain of 2.6% bitrate savings for the whole test sequences on average in HM 16.9.
引用
收藏
页码:277 / 280
页数:4
相关论文
共 50 条
  • [21] A RATE CONTROL ALGORITHM FOR HEVC WITH HIERARCHICAL GOP STRUCTURES
    Sanz-Rodriguez, Sergio
    Schierl, Thomas
    2013 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), 2013, : 1719 - 1723
  • [22] MULTI LAYER BASED RATE CONTROL ALGORITHM FOR HEVC
    Wang, Shanshe
    Ma, Siwei
    Zhang, Li
    Wang, Shiqi
    Zhao, Debin
    Gao, Wen
    2013 IEEE INTERNATIONAL SYMPOSIUM ON CIRCUITS AND SYSTEMS (ISCAS), 2013, : 41 - 44
  • [23] Low-Complexity Rate-Distortion Optimization for HEVC Encoders
    Huang, Bo
    Chen, Zhifeng
    Su, Kaixiong
    Chen, Jian
    Ling, Nam
    IEEE TRANSACTIONS ON BROADCASTING, 2021, 67 (03) : 721 - 735
  • [24] LCU similarity based low complexity algorithm for HEVC intra prediction
    College of Information Science and Engineering, Ningbo University, Ningbo, China
    Guangdianzi Jiguang, 9 (1732-1739):
  • [25] A low-complexity intra prediction mode selection algorithm in HEVC
    Yang, Wentao
    Pi, Yiming
    2016 IEEE 14TH INTL CONF ON DEPENDABLE, AUTONOMIC AND SECURE COMPUTING, 14TH INTL CONF ON PERVASIVE INTELLIGENCE AND COMPUTING, 2ND INTL CONF ON BIG DATA INTELLIGENCE AND COMPUTING AND CYBER SCIENCE AND TECHNOLOGY CONGRESS (DASC/PICOM/DATACOM/CYBERSC, 2016, : 598 - 603
  • [26] A low complexity and computationally scalable fast motion estimation algorithm for HEVC
    Pakdaman, Farhad
    Hashemi, Mahmoud Reza
    Ghanbari, Mohammad
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (17-18) : 11639 - 11666
  • [27] A low complexity and computationally scalable fast motion estimation algorithm for HEVC
    Farhad Pakdaman
    Mahmoud Reza Hashemi
    Mohammad Ghanbari
    Multimedia Tools and Applications, 2020, 79 : 11639 - 11666
  • [28] Complexity-Driven Rate-Control for Parallel HEVC Coding
    Carter, Juliette
    Blasi, Saverio
    Mrak, Marta
    2017 IEEE VISUAL COMMUNICATIONS AND IMAGE PROCESSING (VCIP), 2017,
  • [29] Improved HEVC -domain rate control algorithm for HDR video
    Mir, Junaid
    Talagala, Dumidu S.
    Fernando, Anil
    Husain, Syed Sameed
    SIGNAL IMAGE AND VIDEO PROCESSING, 2019, 13 (03) : 439 - 445
  • [30] HEVC Rate Control Optimization Algorithm Based on Video Characteristics
    Li, Qiang
    Nie, Jun
    COMMUNICATIONS AND NETWORKING (CHINACOM 2021), 2022, : 235 - 249