DocumentCode
985217
Title
Balanced multiple description video coding using optimal partitioning of the DCT coefficients
Author
Matty, Kiran R. ; Kondi, Lisimachos P.
Author_Institution
Dept. of Electr. Eng., The State Univ. of New York, Buffalo, NY, USA
Volume
15
Issue
7
fYear
2005
fDate
7/1/2005 12:00:00 AM
Firstpage
928
Lastpage
934
Abstract
In this paper, we propose a balanced multiple description video coding scheme which is based on the partitioning of the discrete cosine transform (DCT) coefficients. Our scheme splits the single-layered stream generated by a standard coder into two correlated and balanced (virtually identical rates and distortions) substreams. The optimization is in the redundancy-rate-distortion sense using Lagrangian relaxation for optimum allocation of redundancy among the blocks in the frame. A greedy algorithm to meet the equal distortions criterion and an algorithm to optimally achieve equal bit rates for the two descriptions are proposed. Our simulation results substantiate our claim of achieving balanced descriptions at high peak signal-to-noise ratios values for any specified redundancy and any target bit rate. Our design complies with the existing motion-compensated DCT-based standards, i.e., each description can be independently decoded by any standard decoder.
Keywords
discrete cosine transforms; greedy algorithms; motion compensation; video coding; DCT coefficient partitioning; balanced multiple description video coding; discrete cosine transform; greedy algorithm; motion-compensation; optimization; redundancy allocation; redundancy-rate-distortion; signal-to-noise ratio; single-layered stream; Bit rate; Code standards; Decoding; Discrete cosine transforms; Lagrangian functions; Partitioning algorithms; Rate-distortion; Source coding; Streaming media; Video coding; Greedy algorithm; H.263; multiple description coding; partitioning algorithm; rate distortion-theory; video coding;
fLanguage
English
Journal_Title
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher
ieee
ISSN
1051-8215
Type
jour
DOI
10.1109/TCSVT.2005.848343
Filename
1458834
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