Title :
Overlapped Quasi-Arithmetic Codes for Distributed Video Coding
Author :
Artigas, Xavi ; Malinowski, Simon ; Guillemot, Christine ; Torres, Luis
Author_Institution :
Catalonia Tech. Univ., Barcelona
fDate :
Sept. 16 2007-Oct. 19 2007
Abstract :
This paper describes Slepian-Wolf codes based on overlapped quasi-arithmetic codes, where overlapping allows lossy compression of the source below its entropy. In the context of separate decoding, these codes are not uniquely decodable: the overlap introduces ambiguity in the decoding process leading to decoding errors. The presence of correlated side information at the decoder is used to remove this ambiguity and achieve a vanishing error probability. The state models and the automata of the overlapped quasi-arithmetic codes are described. The soft decoding algorithm with side information is then presented. The performance of these codes has been assessed first on theoretical sources and integrated in a distributed video coding platform.
Keywords :
arithmetic codes; automata theory; data compression; decoding; entropy; error statistics; video coding; Slepian-Wolf code; automata theory; decoding; distributed video coding; entropy; error probability; lossy compression; overlapped quasiarithmetic code; state model; AWGN; Arithmetic; Automata; Clocks; Decoding; Entropy; Error probability; Samarium; Turbo codes; Video coding; Distributed video coding; Wyner-Ziv coding; arithmetic codes; coding with side information;
Conference_Titel :
Image Processing, 2007. ICIP 2007. IEEE International Conference on
Conference_Location :
San Antonio, TX
Print_ISBN :
978-1-4244-1437-6
Electronic_ISBN :
1522-4880
DOI :
10.1109/ICIP.2007.4379079