• DocumentCode
    3401656
  • Title

    A novel high dynamic range image compression scheme of color filter array data for the digital camera pipeline

  • Author

    Dohyoung Lee ; Plataniotis, Konstantinos N.

  • Author_Institution
    Edward S. Rogers Dept. of Electr. & Comput. Eng., Univ. of Toronto, Toronto, ON, Canada
  • fYear
    2012
  • fDate
    Sept. 30 2012-Oct. 3 2012
  • Firstpage
    325
  • Lastpage
    328
  • Abstract
    This paper introduces a novel color filter array (CFA) image compression scheme capable of handling high dynamic range (HDR) representation. The proposed pipeline consists of a series of preprocessing steps followed by a JPEG XR encoding module. A 8-directional edge-sensing mechanism operator is used to reduce estimation error and preserve edge related information during color space conversion. The utilized YCoCg color space allows for a simplified pipeline implementation. Performance of the proposed solution is validated through objective quality assessment metrics and complexity analysis. Extensive experimentation reported in this paper indicates that the proposed solution is suitable for limited resource environments due to low complexity and high performance.
  • Keywords
    cameras; computational complexity; data compression; filtering theory; image coding; image colour analysis; image representation; pipeline processing; 8-directional edge-sensing mechanism operator; HDR representation; JPEG XR encoding module; YCoCg color space; color filter array data; color space conversion; complexity analysis; digital camera pipeline; edge related information; estimation error reduction; high dynamic range image compression scheme; high dynamic range representation; objective quality assessment metrics; Arrays; Complexity theory; Image coding; Image color analysis; Image edge detection; Pipelines; Transform coding; YCoCg color space; color filter array; high dynamic range; image compression;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing (ICIP), 2012 19th IEEE International Conference on
  • Conference_Location
    Orlando, FL
  • ISSN
    1522-4880
  • Print_ISBN
    978-1-4673-2534-9
  • Electronic_ISBN
    1522-4880
  • Type

    conf

  • DOI
    10.1109/ICIP.2012.6466861
  • Filename
    6466861