• DocumentCode
    1617773
  • Title

    Image quality measurement using integer wavelet transformations

  • Author

    Hermiston, K.J. ; Booth, David M.

  • Author_Institution
    Defence Evaluation & Res. Agency, Malvern, UK
  • Volume
    2
  • fYear
    1999
  • Firstpage
    293
  • Abstract
    We present a novel and straightforward method of graphical and scalar image quality measurement utilising integer wavelet transformations. The measure can represent separately the components of image distortion such as noise and blur through relative energy in the wavelet transform subbands. The measure can perform a similar function to the Hosaka plot whilst not requiring segmentation and threshold parameters. Through weighted summation, the graphical measure can be degenerated into a scalar quality measure. The scalar measure is compared with other image quality measures from recent literature and found to present consistently high correlation with subjective image quality assessment using NIIRS.
  • Keywords
    image processing; wavelet transforms; Hosaka plot; graphical measure; image distortion; image quality measurement; integer wavelet transformations; scalar quality measure; subjective image quality assessment; wavelet transform subbands; weighted summation; Codecs; Current measurement; Discrete wavelet transforms; Distortion measurement; Image coding; Image quality; Image segmentation; Intelligent networks; Military standards; Wavelet transforms;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image Processing, 1999. ICIP 99. Proceedings. 1999 International Conference on
  • Conference_Location
    Kobe
  • Print_ISBN
    0-7803-5467-2
  • Type

    conf

  • DOI
    10.1109/ICIP.1999.822903
  • Filename
    822903