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Lossless generalized-LSB data embedding

IEEE Transactions on Image Processing · 2005 · Vol. 14(2) · pp. 253–266
M.U. CelikGaurav SharmaA. Murat TekalpEli Saber

Abstract

We present a novel lossless (reversible) data-embedding technique, which enables the exact recovery of the original host signal upon extraction of the embedded information. A generalization of the well-known least significant bit (LSB) modification is proposed as the data-embedding method, which introduces additional operating points on the capacity-distortion curve. Lossless recovery of the original is achieved by compressing portions of the signal that are susceptible to embedding distortion and transmitting these compressed descriptions as a part of the embedded payload. A prediction-based conditional entropy coder which utilizes unaltered portions of the host signal as side-information improves the compression efficiency and, thus, the lossless data-embedding capacity.

Advanced Data Compression TechniquesDigital Media Forensic DetectionAdvanced Steganography and Watermarking TechniquesLossless compressionEmbeddingData compressionComputer scienceAlgorithmLossy compressionPayload (computing)Distortion (music)Entropy (arrow of time)Generalization

MeSH terms

AlgorithmsComputer GraphicsImage Interpretation, Computer-AssistedPatents as TopicPattern Recognition, AutomatedProduct LabelingSensitivity and SpecificitySignal Processing, Computer-AssistedReproducibility of ResultsComputer SecurityData Compression
Citations
1,168
FWCI
30.06
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21
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References
Context-based, adaptive, lossless image coding
IEEE Transactions on Communications · 1997 · 979 citations
Arithmetic coding for data compression
Communications of the ACM · 1987 · 2,844 citations
The LOCO-I lossless image compression algorithm: principles and standardization into JPEG-LS
IEEE Transactions on Image Processing · 2000 · 1,619 citations
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