• DocumentCode
    3019790
  • Title

    Lossless compression of laser speckle images by the fuzzy logic

  • Author

    Li, Dong-hui

  • Author_Institution
    Coll. of Comput., ChongQing Univ., Chongqing, China
  • fYear
    2009
  • fDate
    12-15 July 2009
  • Firstpage
    62
  • Lastpage
    65
  • Abstract
    In this paper, we consider the problem of lossless compression of laser speckle images produced in displacement measurement. We propose a lossless compression technique of laser speckle images which is based on speckle displacement estimation, temporal prediction and the Golomb entropy coding. In the proposed coder, the fuzzy-logic-based correlation is used for estimation of speckle displacements. Experimental results show that the proposed coder provides significant improvement in coding efficiency compared with the JPEG_LS coder in compression of laser speckle images.
  • Keywords
    data compression; displacement measurement; entropy codes; fuzzy logic; image coding; lasers; speckle; Golomb entropy coding; JPEG_LS coder; displacement measurement; laser speckle image; lossless compression technique; speckle displacement estimation; temporal prediction; the fuzzy-logic-based correlation; Adaptive optics; Displacement measurement; Fuzzy logic; Fuzzy set theory; Image analysis; Image coding; Pattern analysis; Pattern recognition; Speckle; Wavelet analysis; Correlation function; Fuzzy logic; Lossless compression; Speckle image;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Wavelet Analysis and Pattern Recognition, 2009. ICWAPR 2009. International Conference on
  • Conference_Location
    Baoding
  • Print_ISBN
    978-1-4244-3728-3
  • Electronic_ISBN
    978-1-4244-3729-0
  • Type

    conf

  • DOI
    10.1109/ICWAPR.2009.5207433
  • Filename
    5207433