• DocumentCode
    866197
  • Title

    Demosaicing With Directional Filtering and a posteriori Decision

  • Author

    Menon, Daniele ; Andriani, Stefano ; Calvagno, Giancarlo

  • Author_Institution
    Dept. of Inf. Eng., Padova Univ.
  • Volume
    16
  • Issue
    1
  • fYear
    2007
  • Firstpage
    132
  • Lastpage
    141
  • Abstract
    Most digital cameras use a color filter array to capture the colors of the scene. Downsampled versions of the red, green, and blue components are acquired, and an interpolation of the three colors is necessary to reconstruct a full representation of the image. This color interpolation is known as demosaicing. The most effective demosaicing techniques proposed in the literature are based on directional filtering and a posteriori decision. In this paper, we present a novel approach to this reconstruction method. A refining step is included to further improve the resulting reconstructed image. The proposed approach requires a limited computational cost and gives good performance even when compared to more demanding techniques
  • Keywords
    filtering theory; image colour analysis; image reconstruction; image representation; interpolation; a posteriori decision; color filter array; demosaicing techniques; digital cameras; directional filtering; image reconstruction; image representation; Computational efficiency; Digital cameras; Digital filters; Filtering; Frequency; Image reconstruction; Interpolation; Layout; Reconstruction algorithms; Sensor arrays; Bayer pattern; color filter array (CFA) interpolation; demosaicing; digital cameras; directional filtering; Algorithms; Color; Colorimetry; Computer Graphics; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Numerical Analysis, Computer-Assisted; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2006.884928
  • Filename
    4032820