• DocumentCode
    669144
  • Title

    An efficient new edge preserving technique for removal of salt and pepper noise

  • Author

    Kumar, Ajit ; Agarwal, Nishant ; Bhadviya, Juhi ; Mittal, Gaurav ; Ramponi, Giovanni

  • Author_Institution
    LNM Inst. of Inf. Technol., Jaipur, India
  • fYear
    2013
  • fDate
    4-6 Sept. 2013
  • Firstpage
    16
  • Lastpage
    19
  • Abstract
    This paper proposes an efficient procedure for removal of salt and pepper noises from the noisy images on the basis of their local edge preserving filters. This algorithm consists of two major stages. In the first stage, the maximum and minimum pixel value in the the corrupted image is used to select noisy pixels or noise free pixels and then in second stage, local edge preserving filters are used on the basis of noisy pixel detected and the nature of its neighboring pixels in the selected window. Comparing the obtained results with other computationally simple noise removal techniques, our proposed algorithm gives much better qualitative and quantitative performance. Due to its simplicity and low computational cost, our method is suitable for its application in many real time situations.
  • Keywords
    computational complexity; filtering theory; image denoising; computational cost; local edge preserving filters; maximum pixel value; minimum pixel value; noise free pixels; noisy images; noisy pixels; salt and pepper noise removal; Detectors; Image edge detection; Image restoration; Noise; Noise measurement; Noise reduction; Signal processing algorithms; Edge Preserving; Median Filter; Noise Detection; Salt and Pepper Noise;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing and Analysis (ISPA), 2013 8th International Symposium on
  • Conference_Location
    Trieste
  • Type

    conf

  • DOI
    10.1109/ISPA.2013.6703707
  • Filename
    6703707