DocumentCode
2537527
Title
JPEG-compliant image coding with adaptive pre-/post-filtering
Author
Liu, Lijie ; Dai, Wei ; Tran, Trac D.
Author_Institution
Dept. of Electr. & Comput. Eng., Johns Hopkins Univ., Baltimore, MD
fYear
2006
fDate
21-24 May 2006
Lastpage
1815
Abstract
In this paper we propose an image coding scheme with adaptive pre-/post-filtering which produces a fully compliant JPEG bitstream. The basic idea is to introduce pre-filtering to improve the coding performance and post-filtering to reduce JPEG blocking artifacts. The adaptivity of the pre-/post-filters is achieved by varying their filter supports based on two criteria: rate-distortion optimization (RD-opt) and over-/under-flow. Experiments show that despite keeping intact JPEG baseline coding, our proposed coding scheme with these two criteria can improve not only the objective quality (0.3-1.5 dB PSNR gain), but also yield superior visual quality by preserving edge details and mitigating blocking artifacts. Our proposed algorithm is competitive with state-of-the-art deblocking algorithms
Keywords
adaptive filters; block codes; data compression; image coding; rate distortion theory; JPEG baseline coding; adaptive post-filtering; adaptive pre-filtering; block coding; image coding; rate-distortion optimization; Bit rate; Block codes; Decoding; Discrete cosine transforms; Hardware; Image coding; Image reconstruction; Robustness; Transform coding; Video compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location
Island of Kos
Print_ISBN
0-7803-9389-9
Type
conf
DOI
10.1109/ISCAS.2006.1692959
Filename
1692959
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