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