• DocumentCode
    932156
  • Title

    A Low-Complexity Joint Color Demosaicking and Zooming Algorithm for Digital Camera

  • Author

    Chung, King-Hong ; Chan, Yuk-Hee

  • Author_Institution
    Hong Kong Polytech. Univ., Kowloon
  • Volume
    16
  • Issue
    7
  • fYear
    2007
  • fDate
    7/1/2007 12:00:00 AM
  • Firstpage
    1705
  • Lastpage
    1715
  • Abstract
    This paper presents a low complexity joint color demosaicking and digital zooming algorithm for single-sensor digital cameras. The proposed algorithm directly extracts edge information from raw sensor data for interpolation in both demosaicking and zooming to preserve edge features in its output. This allows the extracted information to be exploited consistently in both stages and also efficiently, as no separate extraction process is required in different stages. The proposed algorithm can produce a zoomed full-color image as well as a zoomed Bayer color filter array image with outstanding performance as compared with conventional approaches which generally combine separate color demosaicking and digital zooming schemes.
  • Keywords
    cameras; edge detection; image segmentation; optical filters; Bayer color filter array; digital camera; digital zooming algorithm; edge features; edge information extraction; joint color demosaicking; Data mining; Digital cameras; Digital filters; Image sensors; Interpolation; Optical devices; Optical filters; Optical signal processing; Personal digital assistants; Pixel; Bayer pattern; color demosaicking; color difference rule; color filter array (CFA); zooming; Algorithms; Color; Colorimetry; Computer Graphics; Image Enhancement; Image Interpretation, Computer-Assisted; Photography; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted;
  • fLanguage
    English
  • Journal_Title
    Image Processing, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7149
  • Type

    jour

  • DOI
    10.1109/TIP.2007.898997
  • Filename
    4237193