DocumentCode :
754392
Title :
Robust multiplexed codes for compression of heterogeneous data
Author :
Jégou, Hervè ; Guillemot, Christine
Author_Institution :
IRISA/ENS Cachan, Univ. of Rennes I, France
Volume :
51
Issue :
4
fYear :
2005
fDate :
4/1/2005 12:00:00 AM
Firstpage :
1393
Lastpage :
1407
Abstract :
Compression systems of real signals (images, video, audio) generate sources of information with different levels of priority which are then encoded with variable-length codes (VLCs). This paper addresses the issue of robust transmission of such VLC encoded heterogeneous sources over error-prone channels. VLCs are very sensitive to channel noise: when some bits are altered, synchronization losses can occur at the receiver. This paper describes a new family of codes, called multiplexed codes, that confine the de-synchronization phenomenon to low-priority data while reaching asymptotically the entropy bound for both (low- and high-priority) sources. The idea consists of creating fixed-length codes for high-priority information and of using the inherent redundancy to describe low-priority data, hence the name multiplexed codes. Theoretical and simulation results reveal a very high error resilience at almost no cost in compression efficiency.
Keywords :
entropy codes; source coding; synchronisation; variable length codes; VLC; desynchronization phenomenon; entropy codes; error-prone channels; fixed-length codes; heterogeneous data compression; multiplexed codes; source coding; synchronization loss; variable-length codes; Costs; Entropy; Image coding; Image generation; Information resources; Noise robustness; Redundancy; Resilience; Signal generators; Video compression; Data communication; data compression; entropy codes; source coding; variable-length codes (VLCs);
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2005.844061
Filename :
1412032
Link To Document :
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