• DocumentCode
    1517961
  • Title

    Enhanced Adaptive Loop Filter for Motion Compensated Frame

  • Author

    Yoo, Young-Joe ; Seo, Chan-Won ; Han, Jong-Ki ; Nguyen, Truong Q.

  • Author_Institution
    Dept. of Inf. & Commun. Eng., Sejong Univ., Seoul, South Korea
  • Volume
    20
  • Issue
    8
  • fYear
    2011
  • Firstpage
    2177
  • Lastpage
    2188
  • Abstract
    We propose an adaptive loop filter to remove the redundancy between current and motion compensated frames so that the residual signal is minimized, thus coding efficiency increases. The loop filter coefficients and offset are optimized for each frame or a set of blocks to minimize the total energy of the residual signal resulting from motion estimation and compensation. The optimized loop filter with offset is applied for the set of blocks where the filtering process gives coding gain based upon rate-distortion cost. The proposed loop filter is used for the motion compensated frame whereas the conventional adaptive interpolation filter (AIF) is applied to the reference frames to interpolate the subpixel values. Another conventional scheme adaptive loop filter (ALF), is used after deblocking filtering to enhance quality of reconstructed frames, not to minimize energy of residual signal. The proposed loop filter can be used in combination with the AIF and ALF. Experimental results show that proposed algorithm provides the averaged bit reduction of 8% compared to conventional H.264/AVC scheme. When the proposed scheme is combined with AIF and ALF, the coding gain increases even further.
  • Keywords
    adaptive filters; filtering theory; image coding; interpolation; motion compensation; motion estimation; video coding; adaptive interpolation filter; coding efficiency; deblocking filtering; enhanced adaptive loop filter; motion compensated frame; optimized loop filter; rate-distortion cost; residual signal; Adaptive filters; Encoding; Indexes; Interpolation; Pixel; Redundancy; Video coding; Adaptive loop filter; inter coding; motion compensation;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2011.2155075
  • Filename
    5768079