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
Link To Document