• DocumentCode
    1877087
  • Title

    Application of motion sharpening effect in video coding

  • Author

    Fujibayashi, Akira ; Boon, Choong Seng

  • Author_Institution
    Res. Labs., NTT DoCoMo, Inc., Yokosuka
  • fYear
    2008
  • fDate
    12-15 Oct. 2008
  • Firstpage
    2848
  • Lastpage
    2851
  • Abstract
    This paper presents a method that exploits an optical illusion due to the motion of video sequences for improving the coding efficiency of sequences with large motion. The employed optical illusion is a special case of the motion sharpening, which we call "quasi-motion sharpening". Under this effect, comparable subjective quality is perceived when comparing an original video against the processed same video where some images between two frames are being blurred. A quantitative model based on this phenomenon has been constructed for deriving the level of blurriness of selected frames without sacrificing the subjective quality of the whole sequence. Subjective experiments on decoded video of H.264 show that, using our model for pre-processing video sequences with fast motion, we can improved the coding efficiency by 9.3-14.0% while maintaining the subjective quality.
  • Keywords
    motion compensation; video coding; Gaussian mixture model; Kalman filtering; binary masks; color features; expectation maximization algorithm; morphological operations; multiobject tracking; object locations; unimodal distribution; Decoding; Laboratories; Layout; Motion compensation; Optical sensors; Transform coding; Video coding; Video compression; Video sequences; Visual system; Motion sharpening; Perceptual coding; Subjective quality; Video coding; Visual system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 2008. ICIP 2008. 15th IEEE International Conference on
  • Conference_Location
    San Diego, CA
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4244-1765-0
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2008.4712388
  • Filename
    4712388