• DocumentCode
    857795
  • Title

    An Efficient Color-Impulse Detector and its Application to Color Images

  • Author

    Jin, Lianghai ; Li, Dehua

  • Author_Institution
    Inst. for Pattern Recognition & Artificial Intelligence, Huazhong Univ. of Sci. & Technol., Wuhan
  • Volume
    14
  • Issue
    6
  • fYear
    2007
  • fDate
    6/1/2007 12:00:00 AM
  • Firstpage
    397
  • Lastpage
    400
  • Abstract
    By analyzing quaternion rotation theory, the color difference between two color pixels can be represented in quaternion form. Based on this representation of color difference, an efficient color-impulse detector for switching vector median filters is presented. Extensive simulations indicate that the proposed algorithm provides a significant improvement over many of the existing vector filtering techniques in suppressing impulses with different noise ratios. In particular, the proposed approach effectively preserves the fine thin lines and other detail features. The low computational complexity is also one of its advantages
  • Keywords
    computational complexity; image colour analysis; image representation; median filters; color images; color-impulse detector; computational complexity; impulse suppression; quaternion form representation; quaternion rotation theory; switching vector median filter; Colored noise; Computational complexity; Computational modeling; Detectors; Filtering; Filters; Image analysis; Image color analysis; Pixel; Quaternions; Impulsive noise; noise detection; quaternion rotation; vector median filters;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2006.887840
  • Filename
    4202620