• DocumentCode
    921077
  • Title

    Edge-adaptive Demosaicking for Artifact Suppression Along Line Edges

  • Author

    Lee, Chulhee ; Jeong, Taeuk ; Lee, Chulhee

  • Author_Institution
    Yonsei Univ., Seoul
  • Volume
    53
  • Issue
    3
  • fYear
    2007
  • Firstpage
    1076
  • Lastpage
    1083
  • Abstract
    In this paper, we present an edge-adaptive demosaicking method for artifact suppression along line edges. Although various demosaicking methods have been proposed, they still suffer from artifacts along line edges. In order to suppress these undesirable artifacts, the proposed method first determines the pattern of line edges and interpolates missing pixels along the detected direction during initial interpolation. Then, refinement and calibration processes are carried out in series to improve image quality. Experimental results demonstrate that the proposed method produces visually pleasing images and outperforms existing demosaicking methods in terms of the peak signal-to-noise ratio (PSNR) and the mean squared error of S-CIELAB.
  • Keywords
    image enhancement; interpolation; S-CIELAB; artifact suppression; calibration process; edge-adaptive demosaicking; image quality; line edges; mean squared error; peak signal-to-noise ratio; refinement process; CMOS image sensors; Calibration; Color; Digital cameras; Filters; Frequency; Image edge detection; Image quality; Interpolation; Sensor arrays;
  • fLanguage
    English
  • Journal_Title
    Consumer Electronics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0098-3063
  • Type

    jour

  • DOI
    10.1109/TCE.2007.4341588
  • Filename
    4341588