• DocumentCode
    1754425
  • Title

    Efficient Motion and Disparity Estimation Optimization for Low Complexity Multiview Video Coding

  • Author

    Zhaoqing Pan ; Yun Zhang ; Sam Kwong

  • Author_Institution
    Jiangsu Eng. Center of Network Monitoring, Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
  • Volume
    61
  • Issue
    2
  • fYear
    2015
  • fDate
    42156
  • Firstpage
    166
  • Lastpage
    176
  • Abstract
    The use of variable block-size motion estimation (ME), disparity estimation (DE), and multiple reference frames selection aims to improve the coding efficiency of multiview video coding (MVC), however, this is at the cost of high computational complexity of these advanced coding techniques, which are not suitable for real-time video broadcasting applications. In this paper, we propose an efficient ME and DE algorithm for reducing the computational complexity of MVC. Firstly, according to the characteristics of the coded block pattern and rate distortion (RD) cost, an early DIRECT mode decision algorithm is proposed. Then, based on the characteristics of the initial search point in the ME/DE process and the observation that the best point is center-biased, an early ME/DE termination strategy is proposed. If the ME/DE early termination is not satisfied, the ME/DE search window will be reduced by applying the optimal theory. At last, two block matching search strategies are proposed to predict the best point for the ME/DE. Experimental results show that the proposed algorithm can achieve 50.05% to 77.61%, 64.83% on average encoding time saving. Meanwhile, the RD performance degradation is negligible. Especially, the proposed algorithm can be applied to not only the odd views but also the even views.
  • Keywords
    distortion; motion estimation; video coding; DIRECT mode decision algorithm; ME/DE process; ME/DE search window; ME/DE termination; RD performance degradation; advanced coding techniques; coded block pattern; computational complexity; disparity estimation; disparity estimation optimization; encoding time saving; low complexity multiview video coding; motion estimation optimization; multiple reference frames selection; multiview video coding; rate distortion cost; real-time video broadcasting; variable block-size motion estimation; Computational complexity; Correlation; Encoding; Prediction algorithms; Probability; Video coding; Early termination; disparity estimation (DE); motion estimation (ME); multiview video coding (MVC); optimal stopping theory;
  • fLanguage
    English
  • Journal_Title
    Broadcasting, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9316
  • Type

    jour

  • DOI
    10.1109/TBC.2015.2419824
  • Filename
    7095565