DocumentCode :
785635
Title :
Postprocessing of JPEG-2000 images to remove compression artifacts
Author :
Nosratinia, Aria
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas, Richardson, TX, USA
Volume :
10
Issue :
10
fYear :
2003
Firstpage :
296
Lastpage :
299
Abstract :
Motivated by error concealment applications, this letter proposes a method for the postprocessing of JPEG-2000 compressed images at very low bitrates. The proposed method counter-intuitively employs further compression to achieve image enhancement. This approach, although not widely known, is not entirely new: it is an adaptation of a technique originally designed for the removal of block-transform coding artifacts. The contribution of this work is to demonstrate its applicability to wavelet coders. In its simplest form, this algorithm uses existing system components with little or no additional hardware or software. Experimental results show a distinct reduction of ringing artifacts at very low bitrates.
Keywords :
data compression; image coding; image enhancement; JPEG-2000 images; bitrates; compression artifacts; image enhancement; ringing artifacts; system components; Bit rate; Decoding; Image coding; Image edge detection; Image enhancement; Image reconstruction; Pixel; Software algorithms; Statistics; Wavelet transforms;
fLanguage :
English
Journal_Title :
Signal Processing Letters, IEEE
Publisher :
ieee
ISSN :
1070-9908
Type :
jour
DOI :
10.1109/LSP.2003.817179
Filename :
1232724
Link To Document :
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