• DocumentCode
    758765
  • Title

    Color Demosaicing Using Variance of Color Differences

  • Author

    Chung, King-Hong ; Chan, Yuk-Hee

  • Author_Institution
    Dept. of Electron. & Inf. Eng., Centre for Multimedia Signal Process., Hong Kong
  • Volume
    15
  • Issue
    10
  • fYear
    2006
  • Firstpage
    2944
  • Lastpage
    2955
  • Abstract
    This paper presents an adaptive demosaicing algorithm. Missing green samples are first estimated based on the variances of the color differences along different edge directions. The missing red and blue components are then estimated based on the interpolated green plane. This algorithm can effectively preserve the details in texture regions and, at the same time, it can significantly reduce the color artifacts. As compared with the latest demosaicing algorithms, the proposed algorithm produces the best average demosaicing performance both objectively and subjectively
  • Keywords
    image colour analysis; image denoising; image texture; interpolation; adaptive demosaicing algorithm; color artifact reduction; color demosaicing; color difference variance; edge directions; green plane interpolation; missing blue component; missing green samples; missing red component; texture regions; Color; Costs; Digital cameras; Digital filters; Heuristic algorithms; Image sampling; Image sensors; Interpolation; Sensor arrays; Signal processing algorithms; Bayer sampling; color demosaicing; color filter array; digital camera; interpolation;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2006.877521
  • Filename
    1703585