Title
Fuzzy subband decomposition for low-bit-rate image compression
Abstract
At low bit rates, the linear subband coders are susceptible to the ringing effect, which causes rippling and blurring around the edges in the images. One the other hand, the nonlinear coders are affected by the smearing effect wherein the detail regions are removed. In this paper, we introduce fuzzy subband coding system. This system uses fuzzy median filters in the analysis and synthesis stage of the coder. The motivation for this study is to determine if this novel system carl reduce both ringing and smearing effect. Experimental results show that this new subband coder does out-perform linear and median filter subband coders, both in PSNR and visually.
Year
DOI
Venue
2000
10.1117/12.379386
PROCEEDINGS OF THE SOCIETY OF PHOTO-OPTICAL INSTRUMENTATION ENGINEERS (SPIE)
Keywords
Field
DocType
image compression,subband coding,nonlinear filtering
Median filter,Ringing,Edge detection,Filter bank,Algorithm,Speech recognition,Sub-band coding,Data compression,Membership function,Image compression,Mathematics
Conference
Volume
ISSN
Citations 
3961
0277-786X
0
PageRank 
References 
Authors
0.34
0
3
Name
Order
Citations
PageRank
Sos Agaian16716.48
david s choi200.34
Joseph P. Noonan323634.02