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  • Research Article
  • Open Access

Compressive Data Hiding: An Unconventional Approach for Improved Color Image Coding

  • 1Email author,
  • 2,
  • 2 and
  • 1
EURASIP Journal on Advances in Signal Processing20022002:560519

https://doi.org/10.1155/S1110865702000550

  • Received: 30 April 2001
  • Published:

Abstract

Traditionally, data hiding and compression have had contradictory goals. The former problem adds perceptually irrelevant information in order to embed data, while the latter removes this irrelevancy and redundancy to reduce storage requirements. In this paper, we use data hiding to help improve signal compression. We take an unconventional approach and consider "piggy-backing" the color information on the luminance component of an image for improved color image coding. Our new technique essentially transforms a given color image into the YIQ color space where the chrominance information is subsampled and embedded in the wavelet domain of the luminance component. Our technique can be used as preprocessing to improve the performance of popular image compression schemes such as SPIHT that are optimized for grayscale image compression. Simulation results demonstrate the superior performance of the proposed technique in comparison to JPEG and straightforward SPIHT.

Keywords

  • color images
  • data hiding
  • compression
  • multiresolution analysis

Authors’ Affiliations

(1)
Dipartimento di Ingegneria Elettronica, Universitá degli Studi di Roma "Roma Tre,", Via della Vasca Navale 84, Roma, 00146, Italy
(2)
Edward S. Rogers Sr. Department of Electrical and Computer Engineering, University of Toronto, Toronto, Ontario, M5S 3G4, Canada

Copyright

© Campisi et al. 2002

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