• DocumentCode
    1759241
  • Title

    Deblurred Images Post-Processing by Poisson Warping

  • Author

    Nasonova, Alexandra ; Krylov, Andrey

  • Author_Institution
    Fac. of Comput. Math. & Cybern., Lomonosov Moscow State Univ., Moscow, Russia
  • Volume
    22
  • Issue
    4
  • fYear
    2015
  • fDate
    42095
  • Firstpage
    417
  • Lastpage
    420
  • Abstract
    In this work we develop a post-processing algorithm which enhances the results of the existing image deblurring methods. It performs additional edge sharpening using grid warping. The idea of the proposed algorithm is to transform the neighborhood of the edge so that the neighboring pixels move closer to the edge, and then resample the image from the warped grid to the original uniform grid. The proposed technique preserves image textures while making the edges sharper. The effectiveness of the method is shown for basic deblurring methods on LIVE database images with added blur and noise.
  • Keywords
    edge detection; image enhancement; image restoration; image texture; stochastic processes; LIVE database images; Poisson warping; deblurred images post-processing; edge sharpening; grid warping; image deblurring methods; image textures; warped grid; Image edge detection; Image restoration; Interpolation; Noise; Shape; Signal processing algorithms; Vectors; Image sharpening; deblurring; edge model; image grid warping; post-processing;
  • fLanguage
    English
  • Journal_Title
    Signal Processing Letters, IEEE
  • Publisher
    ieee
  • ISSN
    1070-9908
  • Type

    jour

  • DOI
    10.1109/LSP.2014.2361492
  • Filename
    6915685