DocumentCode
868058
Title
An enhanced two-stage multiple description video coder with drift reduction
Author
Lee, Yen-Chi ; Altunbasak, Yucel ; Mersereau, Russell M.
Author_Institution
Sch. of Electr. & Comput. Eng., Georgia Inst. of Technol., Atlanta, GA, USA
Volume
14
Issue
1
fYear
2004
Firstpage
122
Lastpage
127
Abstract
Multiple description coding (MDC) is a source coding technique that exploits path diversity to increase the robustness of transmitting a compressed signal over error-prone channels. However, the application of MDC to video coding is still problematic because a prediction mismatch problem, called drift, may occur at the decoder when one description is lost. In the literature, it has been shown that drift can be effectively prevented by encoding this prediction mismatch and sending it as side information in a three-prediction-loop structure. However, this side information is totally redundant when both descriptions are received. We propose a very simple, but efficient two-stage MDC in the central prediction loop based on the three-prediction-loop structure of A. Reibman et al. (see Proc. IEEE Int. Conf. Image Processing - ICIP´99, p.837-41, 1999). We introduce an additional multiple description scalar quantizer into the central prediction loop. The encoding of the side information is modified in such a way that it can be used to improve the video quality when no drift occurs, but still maintain a drift prevention capability. The simulation results, with different video sequences at various packet loss rates, demonstrate that the proposed two-stage MDC structure indeed enhances the quality when the channel is error-free, yet effectively avoids drift when one description is completely lost.
Keywords
image sequences; prediction theory; quantisation (signal); source coding; video coding; MDC; Reibman three-prediction-loop structure; drift reduction; error-prone channels; multiple description coding; packet loss rates; path diversity; prediction mismatch; scalar quantizer; source coding; two-stage multiple description video coding; video quality; video sequences; Decoding; Image coding; Image reconstruction; Quantization; Robustness; Source coding; Streaming media; Video coding; Video compression; 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.2003.819182
Filename
1262038
Link To Document