DocumentCode :
750380
Title :
Adaptive anisotropic filtering (AAF) for real-time visual enhancement of MPEG-coded video sequences
Author :
Atzori, Luigi ; De Natale, Francesco G. B. ; Granelli, Fabrizio
Author_Institution :
Dept. of Electr. & Electron. Eng., Cagliari Univ., Italy
Volume :
12
Issue :
5
fYear :
2002
fDate :
5/1/2002 12:00:00 AM
Firstpage :
285
Lastpage :
298
Abstract :
Current standards for video compression achieve good performances in terms of data compaction and signal-to-noise ratio of the decoded signal. Nevertheless, there are some known problems concerning the visual quality of reconstructed images, which can be partially solved using appropriate post-processing algorithms. The paper proposes a new adaptive anisotropic filter (AAF) that aims to unify the treatment of different sources of perceptive distortion in MPEG sequences. The process is driven by a local classification of blocks and single pixels of decoded frames, taking into account several parameters (distribution of DCT coefficient energy, presence of sharp variations, spatial position of DCT block boundaries). Experimental results show that the proposed algorithm outperforms existing enhancement approaches, in particular when constraints on complexity and real-time processing are compelling
Keywords :
FIR filters; adaptive filters; data compression; decoding; discrete cosine transforms; image classification; image enhancement; image reconstruction; image sequences; source coding; transform coding; video coding; DCT coefficient; FIR filtering; MPEG-coding; adaptive filtering; perceptive distortion; real-time processing; reconstructed images; signal-to-noise ratio; source coding; video compression; video sequences; visual enhancement; Anisotropic filters; Bit rate; Compaction; Decoding; Discrete cosine transforms; Finite impulse response filter; Frequency; Quantization; Transform coding; Video sequences;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/TCSVT.2002.1003468
Filename :
1003468
Link To Document :
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