DocumentCode
2225282
Title
Joint data hiding-source coding of still images
Author
Dikici, Cagatay ; Idrissi, Khalid ; Baskurt, Atilla
Author_Institution
Lab. d´Inf. en Images et Syst. d´Inf., INSA de Lyon, Lyon, France
fYear
2006
fDate
4-8 Sept. 2006
Firstpage
1
Lastpage
5
Abstract
There exists a strong duality between Source Coding with side information (known as Distributed Source Coding) and Channel Coding with Side Information (informed data-hiding). Inspired by the system in [1], which is a combination of Data Hiding and Distributed Source Coding scheme, we have extended this system to 2D natural images. Hence a cascade of informed data hiding for a still image is followed by a distributed source coding with a fidelity criterion, given that a noisy version of the input image is available only at the decoder. We used baseline JPEG compression with different quality values for creation of the Side Information, a memoryless quantization for informed data hiding, and LDPC based coset construction for source coding. The preliminary experimental results are given using the theoretical findings of the duality problem.
Keywords
combined source-channel coding; data compression; decoding; image coding; natural scenes; parity check codes; stereo image processing; 2D natural images; JPEG compression; LDPC; channel coding; coset construction; distributed source coding scheme; fidelity criterion; joint data hiding-source coding; low density parity check codes; memoryless quantization; side information; still images; Channel coding; Decoding; Distributed databases; Parity check codes; Source coding; Watermarking;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2006 14th European
Conference_Location
Florence
ISSN
2219-5491
Type
conf
Filename
7071642
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