• DocumentCode
    3513473
  • Title

    Distance blurring for space-variant image coding

  • Author

    Popkin, T. ; Cavallaro, A. ; Hands, D.

  • Author_Institution
    Multimedia & Vision Group, Queen Mary, Univ. of London, London
  • fYear
    2009
  • fDate
    19-24 April 2009
  • Firstpage
    665
  • Lastpage
    668
  • Abstract
    We present a novel selective blurring algorithm that mimics the optical distance blur effects that occur naturally in cameras and eyes. The proposed algorithm provides a realistic simulation of distance blurring, with the desirable properties of aiming to mimic occlusion effects as occur in natural blurring, and of being able to handle any number of blurring and occlusion levels with the same order of computational complexity. We have performed subjective experiments to compare the perceived quality of distance blurred images with that of foveation-filtered images under equivalent conditions, when both are used as space-variant prefiltering stages prior to a JPEG encoder. The results show that the distance-based blurring was significantly preferable to the foveation blurring for four out of nine test images, whereas a significant converse preference was found for only one test image.
  • Keywords
    computational complexity; filtering theory; hidden feature removal; image coding; JPEG encoder; computational complexity; distance blurring; mimic occlusion; natural blurring; optical distance blur effects; space-variant image coding; space-variant prefiltering; Bandwidth; Bit rate; Cameras; Computational complexity; Eyes; Humans; Image coding; Optical distortion; Retina; Testing; Depth of field; foveated image coding; foveation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Acoustics, Speech and Signal Processing, 2009. ICASSP 2009. IEEE International Conference on
  • Conference_Location
    Taipei
  • ISSN
    1520-6149
  • Print_ISBN
    978-1-4244-2353-8
  • Electronic_ISBN
    1520-6149
  • Type

    conf

  • DOI
    10.1109/ICASSP.2009.4959671
  • Filename
    4959671