• DocumentCode
    1386801
  • Title

    PDE-Based Enhancement of Color Images in RGB Space

  • Author

    Bettahar, Salim ; Stambouli, Amine Boudghene ; Lambert, Patrick ; Benoit, Alexandre

  • Author_Institution
    Dept. of Electron., Univ. of Sci. & Technol. of Oran, Oran, Algeria
  • Volume
    21
  • Issue
    5
  • fYear
    2012
  • fDate
    5/1/2012 12:00:00 AM
  • Firstpage
    2500
  • Lastpage
    2512
  • Abstract
    A novel method for color image enhancement is proposed as an extension of the scalar-diffusion-shock-filter coupling model, where noisy and blurred images are denoised and sharpened. The proposed model is based on using the single vectors of the gradient magnitude and the second derivatives as a manner to relate different color components of the image. This model can be viewed as a generalization of the Bettahar-Stambouli filter to multivalued images. The proposed algorithm is more efficient than the mentioned filter and some previous works at color images denoising and deblurring without creating false colors.
  • Keywords
    image colour analysis; image enhancement; image restoration; Bettahar-Stambouli filter; PDE-based enhancement; RGB space; blurred images; color image enhancement; multivalued images; scalar-diffusion-shock-fllter coupling model; Color; Diffusion; Filters; Image enhancement; Noise measurement; Blur; color; diffusion; enhancement; noise; shock filter; Algorithms; Color; Colorimetry; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2011.2177844
  • Filename
    6093963