• DocumentCode
    1141979
  • Title

    Real-time implementation of order-statistics-based directional filters

  • Author

    Emre Celebi, M.

  • Author_Institution
    Dept. of Comput. Sci., Louisiana State Univ. in Shreveport, Shreveport, LA
  • Volume
    3
  • Issue
    1
  • fYear
    2009
  • fDate
    2/1/2009 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    9
  • Abstract
    Vector filters based on order-statistics have proved successful in removing impulsive noise from colour images while preserving edges and fine image details. Among these filters, the ones that involve the cosine distance function (directional filters) have particularly high computational requirements, which limits their use in time-critical applications. In this paper, we introduce two methods to speed up these filters. Experiments on a diverse set of colour images show that the proposed methods provide substantial computational gains without significant loss of accuracy.
  • Keywords
    image colour analysis; image denoising; image enhancement; spatial filters; statistical analysis; colour images; cosine distance function; directional filters; impulsive noise removal; order statistics; real-time implementation; time-critical applications;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IET
  • Publisher
    iet
  • ISSN
    1751-9659
  • Type

    jour

  • DOI
    10.1049/iet-ipr:20080080
  • Filename
    4773345