• DocumentCode
    2006364
  • Title

    A simple algorithm for removing blocking artifacts in block-transform coded images

  • Author

    Chou, Jim ; Crouse, Matthew ; Ramchandran, Kannan

  • Author_Institution
    Syst. Eng., TRW Inc., Redondo Beach, CA, USA
  • Volume
    1
  • fYear
    1998
  • fDate
    4-7 Oct 1998
  • Firstpage
    377
  • Abstract
    Despite their widespread popularity, the JPEG and MPEG compression standards can lead to noticeable “blocking” artifacts-artifical rectangular discontinuities in the decoded image. Powerful postprocessing algorithms have been developed to remove blocking artifacts without destroying key image information. However, all but the simplest algorithms can be too complex for real-time applications such as video and still image decoding. We introduce a fast, easy-to-implement algorithm that removes blockiness by performing a simple nonlinear smoothing of pixels. This approach significantly improves visual quality and achieves subjective and objective (PSNR) gains that are competitive with the best deblocking algorithms reported in the literature at much reduced computational complexity
  • Keywords
    computational complexity; data compression; decoding; image coding; image enhancement; interference suppression; smoothing methods; transform coding; video coding; JPEG compression standards; MPEG compression standards; artifical rectangular discontinuities; block-transform coded images; blocking artifacts; computational complexity; decoded image; nonlinear smoothing; objective gains; postprocessing algorithms; real-time applications; still image decoding; subjective gains; video decoding; visual quality; Degradation; Discrete cosine transforms; Frequency estimation; Image coding; Image quality; Maximum likelihood decoding; Maximum likelihood estimation; Quantization; Smoothing methods; Transform coding;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    0-8186-8821-1
  • Type

    conf

  • DOI
    10.1109/ICIP.1998.723505
  • Filename
    723505