• DocumentCode
    1425332
  • Title

    A simple algorithm for the reduction of blocking artifacts in images and its implementation

  • Author

    Castagno, Roberto ; Marsi, Stefano ; Ramponi, Giovanni

  • Author_Institution
    Signal Process. Lab., Fed. Inst. of Technol., Lausanne, Switzerland
  • Volume
    44
  • Issue
    3
  • fYear
    1998
  • fDate
    8/1/1998 12:00:00 AM
  • Firstpage
    1062
  • Lastpage
    1070
  • Abstract
    A simple but effective operator for the reduction of blocking artifacts is presented, together with a simple hardware implementation. The method is based on the rational filter approach: the operator is expressed as a ratio between a linear and a polynomial function of the input data. Such filters have been proved to outperform other conventional methods in other applications, such as noise smoothing, thanks to their capability of adapting gradually to the local image characteristics. The filter is capable of biasing its behaviour in order to achieve good performance both in uniform areas, where linear smoothing is needed, and in textured zones, where nonlinear and directional filtering is required. An activity detector is embedded in the expression of the operator itself so that the biasing of the behaviour of the filter is smooth and not based on fixed thresholds. A solution for the hardware implementation of the scheme is presented in detail. Despite the simplifications imposed by the hardware design, the filter retains the same efficiency as the original algorithm
  • Keywords
    adaptive filters; adaptive signal processing; image coding; image texture; low-pass filters; nonlinear filters; polynomials; signal detection; smoothing methods; activity detector; biasing; blocking artifacts reduction; directional filtering; efficiency; hardware implementation; image coding; input data; linear function; linear smoothing; local image characteristics; low pass filter; noise smoothing; nonlinear filtering; polynomial function; ratio; rational filter; textured zones; uniform areas; Decoding; Filtering; Hardware; Humans; Image coding; Nonlinear filters; Quantization; Signal processing algorithms; Smoothing methods; Visual system;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/30.713235
  • Filename
    713235