Fast H.264 motion estimation with block-size adaptive referencing (BAR)

被引:2
|
作者
Kim, Changsung [1 ]
Ma, Siwei [1 ]
Kuo, C. -C. Jay [1 ]
机构
[1] Univ So Calif, Integrated Media Syst Ctr, Dept Elect Engn, Los Angeles, CA 90089 USA
关键词
fast motion estimation; block-size adaptive referencing; H.264; rate-distortion model;
D O I
10.1109/ICIP.2006.312359
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A fast multiple reference assignment scheme is proposed to reduce the motion search complexity in the H.264 video standard in this work. The relationship between the temporal search range and the block size is exploited to develop a new algorithm, called the block-size adaptive referencing (BAR) scheme, that assigns a different number of references in a block-size adaptive manner. The expected rate-distortion (RD) coding loss due to the use of fewer references in the BAR scheme is first analyzed. Furthermore, it is found that the RD coding loss of BAR is related to the RD gradient through a model. Thus, a proper BAR scheme can be chosen to minimize the reference frame numbers while keeping the expected RD loss under a target level. Finally, fast motion search is performed within selected references in a block-size adaptive manner. Experimental results show that the proposed BAR scheme can save approximately 25-70% of the encoding complexity in H.264 (JM10.1) motion estimation with negligible degradation in the RD performance.
引用
收藏
页码:57 / +
页数:2
相关论文
共 50 条
  • [1] Fast variable block-size motion estimation by merging refined motion vector for H.264
    Chen, Mei-Juan
    Hou, Kai-Chung
    [J]. IEICE TRANSACTIONS ON COMMUNICATIONS, 2006, E89B (10) : 2922 - 2928
  • [2] Hardware oriented content-adaptive fast algorithm for variable block-size integer motion estimation in H.264
    Chen, YH
    Chen, TC
    Chen, LG
    [J]. ISPACS 2005: PROCEEDINGS OF THE 2005 INTERNATIONAL SYMPOSIUM ON INTELLIGENT SIGNAL PROCESSING AND COMMUNICATION SYSTEMS, 2005, : 341 - 344
  • [3] Analysis and architecture design of variable block-size motion estimation for H.264/AVC
    Chen, CY
    Chien, SY
    Huang, YW
    Chen, TC
    Wang, TC
    Chen, LG
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS, 2006, 53 (03) : 578 - 593
  • [4] An adaptive fast search algorithm for block motion estimation in H.264
    Cong-dao Han
    Ji-lin Liu
    Zhi-yu Xiang
    [J]. Journal of Zhejiang University SCIENCE C, 2010, 11 : 637 - 644
  • [5] An adaptive fast search algorithm for block motion estimation in H.264
    Congdao HANJilin LIUZhiyu XIANG Institute of Information and Communication EngineeringZhejiang UniversityHangzhou China Zhejiang Provincial Key Laboratory of Information Network TechnologyHangzhou China
    [J]. JournalofZhejiangUniversity-ScienceC(Computers&Electronics)., 2010, 11 (08) - 644
  • [6] An adaptive fast search algorithm for block motion estimation in H.264
    Han, Cong-dao
    Liu, Ji-lin
    Xiang, Zhi-yu
    [J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS, 2010, 11 (08): : 637 - 644
  • [7] Adaptive Variable Block-Size Early Motion Estimation Termination Algorithm for H.264/AVC Video Coding Standard
    Sarwer, Mohammed Golam
    Wu, Q. M. Jonathan
    [J]. IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2009, 19 (08) : 1196 - 1201
  • [8] Adaptive Search Area Selection of Variable Block-Size Motion Estimation of H.264/AVC Video Coding Standard
    Sarwer, Mohammed Golam
    Wu, Q. M. Jonathan
    [J]. 2009 11TH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM 2009), 2009, : 100 - 105
  • [9] VLSI architecture designs for effective H.264/AVC variable block-size motion estimation
    Tsai, An-Chao
    Lee, Kuan-I
    Wang, Jhing-Fa
    Yang, Jar-Ferr
    [J]. 2008 INTERNATIONAL CONFERENCE ON AUDIO, LANGUAGE AND IMAGE PROCESSING, VOLS 1 AND 2, PROCEEDINGS, 2008, : 413 - 417
  • [10] An enhanced fast variable block size motion estimation scheme for H.264
    Kuo, CH
    Shen, MY
    Kuo, CCJ
    [J]. VISUAL COMMUNICATIONS AND IMAGE PROCESSING 2004, PTS 1 AND 2, 2004, 5308 : 440 - 451