• DocumentCode
    2051749
  • Title

    A pel adaptive reduction of coding artifacts for MPEG video signals

  • Author

    Nakajima, Yasuyuki ; Hori, Hironao ; Kanoh, Tamotsu

  • Author_Institution
    Visual Commun. Group, KDD Kamifukuoka R&D Labs., Saitama, Japan
  • Volume
    2
  • fYear
    1994
  • fDate
    13-16 Nov 1994
  • Firstpage
    928
  • Abstract
    Proposes a pel adaptive image restoration algorithm for coded video signals, where ringing effects near sharp edges are smoothed out and blocking effects are removed without blurring edges at the decoder. The basic idea in this algorithm is that noise in block coded images is estimated from local statistics of image and quantization information and that each pixel data is estimated adaptively using linear least mean square error method. Since local mean and local variance for each pixel are the main calculation in the proposed algorithm, it is readily adaptable to real-time image processing. The simulation examples of processed images coded by MPEG are presented to demonstrate that a significant improvement in subjective quality has been achieved
  • Keywords
    adaptive estimation; adaptive signal processing; block codes; coding errors; image restoration; interference suppression; least mean squares methods; video coding; MPEG video signals; block coded images; blocking effects; blurring edges; coding artifacts; decoder; image restoration algorithm; linear least mean square error method; local statistics; pel adaptive reduction; quantization; real-time image processing; ringing effects; sharp edges; subjective quality; Decoding; Degradation; Error analysis; Image coding; Image reconstruction; Image restoration; Pixel; Quantization; Transform coding; Video compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1994. Proceedings. ICIP-94., IEEE International Conference
  • Conference_Location
    Austin, TX
  • Print_ISBN
    0-8186-6952-7
  • Type

    conf

  • DOI
    10.1109/ICIP.1994.413491
  • Filename
    413491