• DocumentCode
    2605626
  • Title

    Research on image enhancement algorithms based on Matlab

  • Author

    Song, Hongchao ; Shang, Yuanyuan ; Hou, Xuefeng ; Han, Baoyuan

  • Author_Institution
    Coll. of Inf. Eng., Capital Normal Univ., Beijing, China
  • Volume
    2
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    733
  • Lastpage
    736
  • Abstract
    This paper discusses the typical image enhancement algorithms such as median filtering, average smoothing, homomorphic filtering and histogram equalization. These algorithms are also verified based on Matlab. In the last part of the paper, the pre-and post processing image using these algorithms are shown. The results reveal that median filtering has a good inhibition on salt and pepper noise than average smoothing and the homomorphic filtering has more advantages than histogram equalization in dealing with the uneven illumination image.
  • Keywords
    image enhancement; mathematics computing; median filters; Matlab; average smoothing; histogram equalization; homomorphic filtering; illumination image; image enhancement algorithms; median filtering; salt-pepper noise; Filtering; Histograms; Image enhancement; Lighting; Noise; Signal processing algorithms; Smoothing methods; Histogram Equalization; Homomorphic Filtering; Image Enhancement; Matlab; Median Filtering;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing (CISP), 2011 4th International Congress on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9304-3
  • Type

    conf

  • DOI
    10.1109/CISP.2011.6100359
  • Filename
    6100359