• DocumentCode
    3693957
  • Title

    A pentomino-based path inspired demosaicking technique for the bayer color filter array

  • Author

    Kinyua Wachira;Elijah Mwangi;Gwanggil Jeon

  • Author_Institution
    School of Engineering, University of Nairobi, P.O. Box 30197 Nairobi 00100, Kenya
  • fYear
    2015
  • Firstpage
    1
  • Lastpage
    5
  • Abstract
    Spatial demosaicking methods are attractive due to their robust reconstruction capabilities and low computational load. This paper presents a new gradient-based spatial demosaicking algorithm with contributions from combinatorial geometry. It introduces the use of square tiling primitives called pentominoes to dictate the difference-term pairs combinations for gradient generation. The proposed algorithm is compared with current established methods. Reconstruction performance is objectively measured using three commonly documented metrics (MSE, SSIM and CPSNR). Three different image sets are used (Kodak, McMaster-IMAX and Condat) to evaluate demosaicking robustness. An significant improvement in performance over existing methods has been obtained through MATLAB simulation.
  • Keywords
    "Image color analysis","Interpolation","Image reconstruction","Color","Geometry","Cameras","Sensors"
  • Publisher
    ieee
  • Conference_Titel
    AFRICON, 2015
  • Electronic_ISBN
    2153-0033
  • Type

    conf

  • DOI
    10.1109/AFRCON.2015.7331959
  • Filename
    7331959