• DocumentCode
    2425358
  • Title

    Edge Detectors Based Anisotropic Diffusion for Enhancement of Digital Images

  • Author

    Prasath, V. B Surya ; Singh, Arindama

  • Author_Institution
    Dept. of Math., Indian Inst. of Technol. Madras Chennai, Chennai
  • fYear
    2008
  • fDate
    16-19 Dec. 2008
  • Firstpage
    33
  • Lastpage
    38
  • Abstract
    Using the edge detection techniques we propose a new enhancement scheme for noisy digital images. This uses inhomogeneous anisotropic diffusion scheme via the edge indicator provided by well known edge detection methods. Addition of a fidelity term facilitates the proposed scheme to remove the noise while preserving edges. This method is general in the sense that it can be incorporated into any of the nonlinear anisotropic diffusion methods. Numerical results show the promise of this hybrid technique on real and noisy images.
  • Keywords
    edge detection; image denoising; image enhancement; digital image enhancement; edge detection; image noise; nonlinear anisotropic diffusion method; Anisotropic magnetoresistance; Computer graphics; Computer vision; Convolution; Detectors; Digital images; Equations; Filtering; Image edge detection; Noise robustness; Anisotropic Diffusion; Enhancement; Image Restoration; Inhomogenous PDE; Scale Space;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Computer Vision, Graphics & Image Processing, 2008. ICVGIP '08. Sixth Indian Conference on
  • Conference_Location
    Bhubaneswar
  • Print_ISBN
    978-0-7695-3476-3
  • Electronic_ISBN
    978-0-7695-3476-3
  • Type

    conf

  • DOI
    10.1109/ICVGIP.2008.68
  • Filename
    4756049