• DocumentCode
    2558327
  • Title

    A Filtering Algorithm for Removing Salt and Pepper Noise and Preserving Details of Images

  • Author

    Yu Jiang ; Guo Hongwei ; Li Chao

  • Author_Institution
    Dept. of Commun. Eng., Yunnan Univ., Kunming, China
  • fYear
    2010
  • fDate
    23-25 Sept. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Aiming at the shortcoming of median filter and some improved algorithms for removing salt and pepper noise, we propose an improved filtering algorithm to preserve image details in this paper. According to the different features between salt and pepper noise and image details, we get a noise marked matrix by extremum detecting and line detecting. Then the noise pixel´s value is determined by adjoin pixels related to the minimum of its 12 gradient values. The experimental results show that our proposed algorithm is better than median filter and some improved algorithms in preserving image details while filtering the noise.
  • Keywords
    image colour analysis; image denoising; median filters; object detection; extremum detecting; filtering algorithm; gradient value; image detail; image preservation; line detecting; median filter; noise filtering; noise marked matrix; salt-and-pepper noise removal; Adaptive filters; Filtering; Filtering algorithms; Optical filters; PSNR; Pixel;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wireless Communications Networking and Mobile Computing (WiCOM), 2010 6th International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-3708-5
  • Electronic_ISBN
    978-1-4244-3709-2
  • Type

    conf

  • DOI
    10.1109/WICOM.2010.5600877
  • Filename
    5600877