• DocumentCode
    710071
  • Title

    Global image registration and video color correction in presence of illumination variations

  • Author

    Kanj, Ali ; Talbot, Hugues ; Rodriguez Luparello, Raoul

  • Author_Institution
    Lab. d´Inf. Gaspard Monge, Univ. Paris-Est, Noisy-le-Grand, France
  • fYear
    2015
  • fDate
    April 29 2015-May 1 2015
  • Firstpage
    92
  • Lastpage
    95
  • Abstract
    In high-speed video imaging acquisition, artificial lighting can cause non-uniform luminosity and chroma variation between frames, which is linked to the interaction between the frequency of the lighting power source and of the video acquisition. This problem is commonly dubbed “flicker”. Deflickering techniques are also useful for resolving similar problems encountered in other applications for instance in archived film sequences, image-video compression and time-lapse videos. In this context, this paper introduces a rigid registration method using point descriptors that is robust to illumination variations, and followed by a method for stabilizing brightness variations in image sequences. This method is based on a Least Square adjustment approach. Our results demonstrate the efficacy of our method at correcting global brightness fluctuations in image sequences while maintaining image quality and without introducing artifacts.
  • Keywords
    data compression; image colour analysis; image registration; image sequences; least squares approximations; lighting; video coding; artificial lighting; chroma variation; deflickering technique; dubbed flickering technique; global image registration; high-speed video imaging acquisition; illumination variation; image sequence; image-video compression; least square adjustment approach; lighting power source; nonuniform luminosity; point descriptor; rigid registration method; time-lapse video compression; video acquisition; video color correction; Brightness; Image color analysis; Image registration; Image restoration; Image sequences; Imaging; Lighting; Flicker removal; High speed imaging; Illumination variations; Image registration;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Digital Information and Communication Technology and its Applications (DICTAP), 2015 Fifth International Conference on
  • Conference_Location
    Beirut
  • Print_ISBN
    978-1-4799-4130-8
  • Type

    conf

  • DOI
    10.1109/DICTAP.2015.7113177
  • Filename
    7113177