• DocumentCode
    168186
  • Title

    Restoration of Highly Impulses Corrupted Color Image by Local Entropy Measure

  • Author

    Bing You

  • Author_Institution
    Electr. Eng. Dept., Mingshin Univ. of Sci. & Technol., Shinchu, Taiwan
  • fYear
    2014
  • fDate
    10-12 June 2014
  • Firstpage
    769
  • Lastpage
    772
  • Abstract
    This paper proposes an effective scheme using local entropy measure to restore highly salt-pepper impulses up to 99% corrupted colour image. A local information measure to restore impulses corrupted image had been proposed before. Its restoration quality is not satisfactory at high impulse densities. The proposed algorithm presents significant quality of restored image than above proposed method not only for grey images but also for colour images. In addition, its preservation of edges and details is superior at high impulse densities, also, this scheme presents good empirical results by both the visual quality and quantitative performances in terms of peak signal to noise ratio (PSNR) and normalized colour difference (NCD).
  • Keywords
    entropy; image colour analysis; image restoration; NCD; PSNR; detail preservation; edge preservation; grey images; highly impulses corrupted color image; impulse corrupted image restoration; impulse density; local entropy measure; local information measure; normalized colour difference; peak signal to noise ratio; salt-pepper impulse restoration; visual quality; Entropy; Image color analysis; Image restoration; Nonlinear filters; PSNR; adaptive filtering window; boundary detection; entropy; local contrast; local information;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer, Consumer and Control (IS3C), 2014 International Symposium on
  • Conference_Location
    Taichung
  • Type

    conf

  • DOI
    10.1109/IS3C.2014.204
  • Filename
    6845996