Title :
Joint source and channel coding/decoding by concatenating an oversampled filter bank code and a redundant entropy code [image coding application]
Author :
Marinkovic, Slavica ; Guillemot, Christine
Author_Institution :
IRISA/INRIA, France
fDate :
29 Nov.-3 Dec. 2004
Abstract :
This paper examines a joint source and channel coding (JSCC) technique based on oversampled filter banks (OFB). We consider an image compression system with an OFB based signal decomposition followed by scalar quantization and a redundant entropy coding scheme. This encoding chain can be viewed as a concatenation of an OFB code and an error correcting entropy code. The error correcting ability of an OFB comes from the explicit redundancy introduced into the transmitted signal by oversampling while the error correcting ability of the entropy code comes from the implicit redundancy due to the Markov property of the OFB outputs. The decoder consists of the soft-input soft-output entropy decoder and a syndrome decoder for the OFB code. The soft information at the output of the entropy decoder is utilized in the error localization procedure of the OFB syndrome decoder. The performance of the algorithm is examined for an image coding system with a wavelet filter bank.
Keywords :
combined source-channel coding; concatenated codes; entropy codes; error correction codes; image coding; redundancy; JSCQ; OFB based signal decomposition; OFB output Markov properties; concatenated codes; error correcting entropy code; error localization procedure; image coding; image compression; joint source-channel coding; oversampled filter bank code; oversampled transmitted signal redundancy; redundant entropy code; scalar quantization; soft information; soft-input soft-output entropy decoder; source-channel decoding; syndrome decoder; wavelet filter bank; Background noise; Channel coding; Convolutional codes; Decoding; Entropy; Error correction codes; Filter bank; Image coding; Quantization; Testing;
Conference_Titel :
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN :
0-7803-8794-5
DOI :
10.1109/GLOCOM.2004.1378477