• DocumentCode
    576976
  • Title

    Chromatic aberration correction in RAW domain for image quality enhancement in image sensor processors

  • Author

    Lluis-Gomez, A. ; Edirisinghe, E.A.

  • Author_Institution
    Digit al Imaging Group, Loughborough Univ., Loughborough, UK
  • fYear
    2012
  • fDate
    Aug. 30 2012-Sept. 1 2012
  • Firstpage
    241
  • Lastpage
    244
  • Abstract
    Taking sharp and high-resolution images usually relies on high quality camera systems. In this paper, we present an approach to correct chromatic aberrations distortions on images caused by imperfect optics. The proposed system relies on a calibration step where the distortion produced by the lens is estimated, followed by a second stage where the image is enhanced. The proposed system works in RAW domain as a pre-processing process to facilitate the demosaicing, and noise reduction process in an image sensor processor (ISP). The results of the proposed method prove that both the lateral and the longitudinal aberrations can be corrected, is computational efficient and also facilitates the functioning of an ISP pipeline producing sharper and less noisy images.
  • Keywords
    aberrations; calibration; cameras; distortion; image denoising; image enhancement; image resolution; image sensors; ISP pipeline; RAW domain; calibration; chromatic aberration distortion correction; demosaicing; high-quality camera systems; high-resolution images; image quality enhancement; image sensor processors; lateral aberrations; lens distortion estimation; longitudinal aberrations; noise reduction process; sharp images; Calibration; Distortion measurement; Estimation; Image color analysis; Image edge detection; Lenses; Optical distortion; Chromatic Aberrations correction; Colour fringe; ISP;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Computer Communication and Processing (ICCP), 2012 IEEE International Conference on
  • Conference_Location
    Cluj-Napoca
  • Print_ISBN
    978-1-4673-2953-8
  • Type

    conf

  • DOI
    10.1109/ICCP.2012.6356192
  • Filename
    6356192