• DocumentCode
    1135405
  • Title

    Geometry-Based Demosaicking

  • Author

    Ferradans, Sira ; Bertalmío, Marcelo ; Caselles, Vicent

  • Author_Institution
    Dept. de Tecnologies de la Informacio i les Comunicacions, Univ. Pompeu Fabra, Barcelona
  • Volume
    18
  • Issue
    3
  • fYear
    2009
  • fDate
    3/1/2009 12:00:00 AM
  • Firstpage
    665
  • Lastpage
    670
  • Abstract
    Demosaicking is a particular case of interpolation problems where, from a scalar image in which each pixel has either the red, the green or the blue component, we want to interpolate the full-color image. State-of-the-art demosaicking algorithms perform interpolation along edges, but these edges are estimated locally. We propose a level-set-based geometric method to estimate image edges, inspired by the image in-painting literature. This method has a time complexity of O(S) , where S is the number of pixels in the image, and compares favorably with the state-of-the-art algorithms both visually and in most relevant image quality measures.
  • Keywords
    edge detection; image colour analysis; interpolation; color image analysis; geometry-based demosaicking; image edge estimation; image in-painting literature; image pixels; interpolation problems; scalar image; state-of-the-art methods; time complexity; Demosaicking; inpainting; interpolation; level-sets; Algorithms; Color; Colorimetry; Image Enhancement; Image Interpretation, Computer-Assisted; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Subtraction Technique;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2008.2010204
  • Filename
    4770153