• DocumentCode
    3019073
  • Title

    Order statistic last output reference filters

  • Author

    Adly Fam ; Lee, Yong Hoon ; Ko, Sung-Jea

  • Author_Institution
    State University of New York at Buffalo, Amherst, New York
  • Volume
    12
  • fYear
    1987
  • fDate
    31868
  • Firstpage
    1248
  • Lastpage
    1251
  • Abstract
    Median filtering can be viewed as operation that selects a sample from each window close to the last output. This observation results in a new edge preserving smoother called the last output reference (LOR) filter. The LOR filter is similar in function to the median or recursive median filters, but has additional advantages particularly in suppressing impulses. It has been shown that repeated applications of LOR filtering produces a sequence that is invariant to subsequent passes through the same filter. Also, it has been proven that any sequence can be converted to a locally monotone sequence by using a combination of "forward" and"backward" LOR filters. When the LOR filter is applied to an actual noisy image, it is shown to perform well.
  • Keywords
    Adaptive filters; Digital filters; Digital signal processing; Filtering; Image converters; Image recognition; Maximum likelihood detection; Nonlinear filters; Speech recognition; Statistics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech, and Signal Processing, IEEE International Conference on ICASSP '87.
  • Type

    conf

  • DOI
    10.1109/ICASSP.1987.1169797
  • Filename
    1169797