• DocumentCode
    56358
  • Title

    Reducing 3D video coding complexity through more efficient disparity estimation

  • Author

    Micallef, Brian W. ; Debono, Carl J. ; Farrugia, Reuben A.

  • Author_Institution
    Dept. of Commun. & Comput. Eng., Univ. of Malta, Msida, Malta
  • Volume
    60
  • Issue
    1
  • fYear
    2014
  • fDate
    Feb-14
  • Firstpage
    74
  • Lastpage
    82
  • Abstract
    3D video coding for transmission exploits the Disparity Estimation (DE) to remove the inter-view redundancies present within both the texture and the depth map multi-view videos. Good estimation accuracy can be achieved by partitioning the macro-block into smaller subblocks partitions. However, the DE process must be performed on each individual sub-block to determine the optimal mode and their disparity vectors, in terms of rate-distortion efficiency. This vector estimation process is heavy on computational resources, thus, the coding computational cost becomes proportional to the number of search points and the inter-view modes tested during the rate-distortion optimization. In this paper, a solution that exploits the available depth map data, together with the multi-view geometry, is proposed to identify a better DE search area; such that it allows a reduction in its search points. It also exploits the number of different depth levels present within the current macro-block to determine which modes can be used for DE to further reduce its computations. Simulation results demonstrate that this can save up to 95% of the encoding time, with little influence on the coding efficiency of the texture and the depth map multi-view video coding. This makes 3D video coding more practical for any consumer devices, which tend to have limited computational power.
  • Keywords
    image texture; video coding; 3D video coding complexity reduction; depth map data; disparity estimation; disparity vector; image depth; image texture; interview redundancy; multiview geometry; multiview video; optimal mode; search point reduction; vector estimation; Computational efficiency; Encoding; Estimation; Three-dimensional displays; Vectors; Video coding; Voltage control; 3D video coding; disparity estimation; fast disparity estimation; fast mode selection; multi-view video coding;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2014.6780928
  • Filename
    6780928