DocumentCode
417568
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., State Univ. of New York, Buffalo, NY, USA
Volume
3
fYear
2004
fDate
17-21 May 2004
Abstract
In this paper, we propose a balanced multiple description video coding scheme which is based on the partitioning of the DCT coefficients. Our scheme splits the single-layered stream generated by a standard coder into two correlated and balanced (equal rates and distortions) substreams. The optimization is in the redundancy-rate-distortion sense, using Lagrangian relaxation for optimum allocation of redundancy amongst 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 is proposed. Our simulation results substantiate our claim of achieving balanced descriptions at high PSNR values, for any specified redundancy or any target bit rate for the encoder. Our design complies to the existing standards, i.e. each description can be independently decoded by any standard decoder.
Keywords
algorithm theory; discrete cosine transforms; optimisation; rate distortion theory; redundancy; video coding; DCT coefficient optimal partitioning; Lagrangian relaxation; balanced multiple description video coding; dual balanced substreams; equal distortion substreams; equal rate substreams; frame block redundancy; greedy algorithm; high PSNR transmission; rate-distortion optimization; Bit rate; Code standards; Decoding; Discrete cosine transforms; Lagrangian functions; Rate-distortion; Redundancy; Source coding; Streaming media; Video coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech, and Signal Processing, 2004. Proceedings. (ICASSP '04). IEEE International Conference on
ISSN
1520-6149
Print_ISBN
0-7803-8484-9
Type
conf
DOI
10.1109/ICASSP.2004.1326527
Filename
1326527
Link To Document