• DocumentCode
    2577811
  • Title

    Demosaicing algorithm based on color correlation

  • Author

    Kim, Heechang ; Jung, Tae-young ; Park, Sanjun ; Jeong, Jechang

  • Author_Institution
    Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul, South Korea
  • fYear
    2009
  • fDate
    6-8 May 2009
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Most commercial digital still cameras use a single sensor array (e.g., CMOS or CCD) with color filter array (CFA) to reduce the cost and size. Since the image obtained with CFA has only one color value per pixel, the demosaicing is needed to acquire missing two color values. Although many demosaicing methods have been proposed, they still have artifacts such as rainbow and zippering artifact. In this paper, we propose the simple demosaicing algorithm using tendency of neighbor pixels with the enhanced weighting function. In the experimental results, our algorithm shows much better subjective qualities of the images than conventional demosaicing algorithm and improves objective qualities.
  • Keywords
    correlation methods; filtering theory; image colour analysis; interpolation; Bayer color filter; color correlation; color filter array; color interpolation; commercial digital still cameras; demosaicing algorithm; rainbow; single sensor array; weighting function; zippering artifact; CMOS image sensors; Charge coupled devices; Charge-coupled image sensors; Costs; Digital cameras; Digital filters; Image sensors; Interpolation; Pixel; Sensor arrays; Bayer color filter; Color interpolation; Demosaicing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Picture Coding Symposium, 2009. PCS 2009
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4244-4593-6
  • Electronic_ISBN
    978-1-4244-4594-3
  • Type

    conf

  • DOI
    10.1109/PCS.2009.5167463
  • Filename
    5167463