• DocumentCode
    1023727
  • Title

    Adaptive multichannel non-parametric median M-type K-nearest neighbour (AMN-MMKNN) filter to remove impulsive noise from colour images

  • Author

    Ponomaryov, V. ; Gallegos-Funes, F. ; Rosales-Silva, A.

  • Author_Institution
    Mech. & Electr. Eng. Higher Sch., Nat. Polytech. Inst. of Mexico, Mexico
  • Volume
    40
  • Issue
    13
  • fYear
    2004
  • fDate
    6/24/2004 12:00:00 AM
  • Firstpage
    796
  • Lastpage
    798
  • Abstract
    An adaptive multichannel non-parametric median M-type K-nearest neighbour filter to remove impulsive noise from colour images is presented. This filter uses the VMMKNN algorithm combined with an adaptive non-parametric one. Simulation results indicate that the proposed filter has better restoration performance in comparison with other known colour image filters.
  • Keywords
    adaptive filters; image colour analysis; image denoising; image restoration; impulse noise; median filters; adaptive multichannel nonparametric median M-type K-nearest neighbour filter; colour image filters; impulsive noise removal; restoration performance; vector median M-type K-nearest neighbour algorithm;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20040547
  • Filename
    1309725
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1023727