• DocumentCode
    697999
  • Title

    Non-linear dark current fixed pattern noise compensation for variable frame rate moving picture cameras

  • Author

    Schoberl, Michael ; Senel, Cihan ; Fossel, Siegfried ; Bloss, Hans ; Kaup, Andre

  • Author_Institution
    Multimedia Commun. & Signal Process., Univ. of Erlangen-Nuremberg, Erlangen, Germany
  • fYear
    2009
  • fDate
    24-28 Aug. 2009
  • Firstpage
    268
  • Lastpage
    272
  • Abstract
    CMOS image sensors are used in most of the camera systems today. For achieving a high image quality it is essential to compensate for fixed pattern noise. Compensation can be carried out by subtracting an estimated noise value per pixel, either directly on the sensor or in the digital processing. Unfortunately these values are different for each camera and will vary for different exposure times, camera mode settings and temperature. This poses additional challenges for high-end moving picture camera systems. We present a new algorithm for improved fixed pattern noise compensation that extends the currently available linear models. Measurements of a real world camera system and a simulation are used to show the improvements with our algorithm. Significant improvement of the compensated fixed pattern noise over a wide exposure range is shown. This allows the operation of the camera system at a much wider range of frame rates and especially long exposures are now possible. Our algorithm can be implemented without increasing the required memory bandwidth which saves power, size and cost.
  • Keywords
    CMOS image sensors; cameras; image denoising; CMOS image sensor; digital image processing; high image quality; nonlinear dark current fixed pattern noise compensation; variable frame rate moving picture camera; Abstracts; CMOS integrated circuits; Image sensors; Noise; Pipeline processing; Recurrent neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing Conference, 2009 17th European
  • Conference_Location
    Glasgow
  • Print_ISBN
    978-161-7388-76-7
  • Type

    conf

  • Filename
    7077573