• DocumentCode
    3545499
  • Title

    A new direction based adaptive filter for the restoration of impulse corrupted digital images

  • Author

    Varghese, Jobin ; Ghouse, Mohamed ; Khan, M.S. ; Bin Hussain, Omer ; Saudia, S. ; Khan, Ajmal

  • Author_Institution
    Coll. of Comput. Sci., King Khalid Univ., Abha, Saudi Arabia
  • fYear
    2012
  • fDate
    23-25 Aug. 2012
  • Firstpage
    254
  • Lastpage
    258
  • Abstract
    A new directional filter for the restoration of random valued impulse noise is proposed by addressing the limitations of Directional Weighted Median Filter (DWMF) published by Yiqiu Dong et. al. [3]. The proposed filter work better for all natural images with varied noise levels. The experimental results in terms of objective and subjective matrices show that the proposed filter work better for both images corrupted with higher or lower levels of noise while preserving the image details.
  • Keywords
    adaptive filters; image restoration; impulse noise; matrix algebra; median filters; DWMF; Directional Weighted Median Filter; direction based adaptive filter; image restoration; impulse corrupted digital images; natural images; objective matrices; random valued impulse noise; subjective matrices; Image restoration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Advanced Communication Control and Computing Technologies (ICACCCT), 2012 IEEE International Conference on
  • Conference_Location
    Ramanathapuram
  • Print_ISBN
    978-1-4673-2045-0
  • Type

    conf

  • DOI
    10.1109/ICACCCT.2012.6320781
  • Filename
    6320781