• DocumentCode
    2198669
  • Title

    Interpolation using neural network for digital still cameras

  • Author

    Jinwook Go ; Chulhee Lee

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Yonsei Univ., Seoul, South Korea
  • fYear
    2000
  • fDate
    13-15 June 2000
  • Firstpage
    176
  • Lastpage
    177
  • Abstract
    We propose a color interpolation method for single-chip digital cameras using artificial neural networks. Single-chip digital cameras use a color filter array and an interpolation method in order to produce high quality color images from sparsely sampled images. Experiments show that the proposed interpolation algorithm based on neural networks provides a better performance than the conventional interpolation algorithms.
  • Keywords
    CCD image sensors; cameras; filters; image color analysis; interpolation; neural nets; ANN; artificial neural networks; color filter array; color interpolation method; digital still cameras; experiments; high quality color images; interpolation algorithm; performance; single chip CCD camera; single-chip digital cameras; sparsely sampled images; Charge coupled devices; Charge-coupled image sensors; Color; Digital cameras; Digital filters; Interpolation; Multimedia systems; Neural networks; Spline; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Consumer Electronics, 2000. ICCE. 2000 Digest of Technical Papers. International Conference on
  • Conference_Location
    Los Angles, CA, USA
  • Print_ISBN
    0-7803-6301-9
  • Type

    conf

  • DOI
    10.1109/ICCE.2000.854568
  • Filename
    854568