• DocumentCode
    163932
  • Title

    Noval image restoration approach for colour images corrupted with impulsive noise

  • Author

    Priya, K. ; Pugazhenthi, D.

  • Author_Institution
    Dept. of Comput. Sci., St. Peter´s Univ., Chennai, India
  • fYear
    2014
  • fDate
    8-8 July 2014
  • Firstpage
    448
  • Lastpage
    453
  • Abstract
    Generally, image restoration is an important task in any image processing system. This study discusses a novel colour image denoising approach by using new decision based morpho filter for salt and pepper noise corrupted digital color images. The key drawback of the various denoising technique is incapability of edge preservation while image restoration. The proposed denoising algorithm overcomes the aforementioned problem and efficiently removes the corrupted pixels by morphological operation. The proposed system is evaluated by bench mark images such as Lena, Barbara and Peppers. A satisfactory denoising performance is achieved and the result of the system is compared with existing restoration methods such as standard median filter (SMF), adaptive median filter (AMF) and decision based algorithm (DBA).
  • Keywords
    filtering theory; image colour analysis; image denoising; image restoration; impulse noise; AMF; Barbara images; DBA; Lena images; Peppers images; SMF; adaptive median filter; bench mark images; colour image denoising; corrupted pixels; decision based algorithm; decision based morpho filter; denoising algorithm; denoising performance; denoising technique; digital color images; edge preservation; image processing system; image restoration; impulsive noise; morphological operation; salt and pepper noise; standard median filter; Color; Colored noise; Filtering algorithms; Image color analysis; Noise measurement; Noise reduction; dilation; image restoration; impulse noise removal; morpho filters; salt and pepper noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Current Trends in Engineering and Technology (ICCTET), 2014 2nd International Conference on
  • Conference_Location
    Coimbatore
  • Print_ISBN
    978-1-4799-7986-8
  • Type

    conf

  • DOI
    10.1109/ICCTET.2014.6966336
  • Filename
    6966336