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Reseach Article

Study of the Standard JPEG2000 in Image Compression

by S.Medouakh, Z-E. Baarir
International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 18 - Number 1
Year of Publication: 2011
Authors: S.Medouakh, Z-E. Baarir
10.5120/2247-2877

S.Medouakh, Z-E. Baarir . Study of the Standard JPEG2000 in Image Compression. International Journal of Computer Applications. 18, 1 ( March 2011), 27-33. DOI=10.5120/2247-2877

@article{ 10.5120/2247-2877,
author = { S.Medouakh, Z-E. Baarir },
title = { Study of the Standard JPEG2000 in Image Compression },
journal = { International Journal of Computer Applications },
issue_date = { March 2011 },
volume = { 18 },
number = { 1 },
month = { March },
year = { 2011 },
issn = { 0975-8887 },
pages = { 27-33 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume18/number1/2247-2877/ },
doi = { 10.5120/2247-2877 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-06T20:05:11.453275+05:30
%A S.Medouakh
%A Z-E. Baarir
%T Study of the Standard JPEG2000 in Image Compression
%J International Journal of Computer Applications
%@ 0975-8887
%V 18
%N 1
%P 27-33
%D 2011
%I Foundation of Computer Science (FCS), NY, USA
Abstract

JPEG2000 is the new standard for the compression of images, which succeeds to JPEG. This standard is motivated primarily by the need for compressed image representations that offer new features increasingly demanded by modern applications, and also offering superior compression performance, especially at low bit-rates. This new standard has many features and characteristics (region of interest, several types of decompression). But these characteristics are accompanied by a much higher algorithmic complexity than JPEG (about five times more complex). In this paper we are interested on studying the algorithm of JPEG2000 and the most complex in the JPEG2000 compression process, the EBCOT entropy encoder, and its performance are presented.

References
  1. T. Acharya, P.S. Tsai, “JPEG2000 Standard for Image Compression Concepts, Algorithms and VLSI Architectures”, John Wiley & Sons, Hoboken, New Jersey, 2004.
  2. M.D. Adams, “The JPEG2000 Still Image Compression Standard”, ISO/IEC JTC1/SC29/WG1 (ITU-T SG8), 2001.
  3. M. Antonini, M. Barlaud, P. Mathieu, I. Daubechies, “Image Coding Using Wavelet Transform”, IEEE Trans. On Image Processing, Vol.1, No.2, pp. 205- 220, Avril 1992.
  4. R.C. Calderbank, I. Daubechies, W. Sweldens, and B.-L. Yeo, “Wavelet Transforms That Map Integers to Integers”, Applied and Computational Harmonic Analysis (ACHA), Vol.5, No. 3, pp. 332-369 1998.
  5. C. Christopoulos, A. Skodras, T. Ebrahimi, “The JPEG2000 Still Image Coding System : An Overview”, IEEE Transactions on Consumer Electronics, Vol. 46, No. 4, pp.1103-1127, november 2000.
  6. C. Christopoulos, J. Askelöf, M. Larsson, Efficient methods for encoding regions of interest in the upcoming JPEG2000 still image coding standard, Published in IEEE Signal Processing Letters, Vol. 7, No. 9, pp. 247-249, September 2000.
  7. ISO/IEC 15444-1, “Information Technology - JPEG2000 Image Coding System-Part 1: Core Coding System”, 2000.
  8. M. Rabbani, R Joshi, “An overview of the JPEG2000 still image compression standard”, Signal Processing : Image Communication, Vol. 17, pp. 3-48, 2002.
  9. A. Said, W. A. Peralman, A New Fast and Efficient Image Codec Based on Set Partitioning in Hierarchical Trees, IEEE Trans. on Circuits and Systems for Video Technology, Vol. 6, No. 3, pp. 243-250, June 1996.
  10. J.M. Shapiro, Embedded Image Coding Using Zerotrees of Wavelet Coefficients, IEEE Trans. on Signal Processing, Vol. 41, No. 12, pp. 3445-3462, December 1993.
  11. A. Skodras, C. Christopoulos, T. Ebrahimi, “The JPEG2000 Still Image Compression Standard”, IEEE Signal Processing Magazine, pp.36-58, September 2001.
  12. D. Taubman, “High performance scalable image compression with EBCOT”, IEEE Trans. Image Processing, vol. 9, pp. 1158-1170, July 2000.
  13. D. Taubman, E. Ordentlich, M. Weinberger, G. Seroussi, I. Ueno, and F. Ono, “Embedded block coding in JPEG 2000 ”, in Proc. IEEE Int. Conf. Image Processing, Vancouver, Canada, Sept. 2000, vol. II, pp. 33-36.
  14. S. Medouakh , Z.E . Baarir, “Compression d’images fixes par la norme JPEG2000” JIG’2007-3èmés Journées Internationales sur l’Informatique Graphique , pp 10-15, Constantine, Algérie, oct. 2007.
  15. S. Medouakh, Z.E. Baarir, “ JPEG2000 : La nouvelle norme de la compression d'images” 2nd International Conference on Electronics & Electrical Engineering ICEEE'08, pp 667-671, Laghouat, Algeria, April 2008.
  16. S. Medouakh, Z.E. Baarir, “ L'utilisation des filtres 9/7 et 5/3 dans la norme JPEG2000 ” 6èmés Séminaire Nationales en Informatique Biskra, Mai 2008, pp241-245.
Index Terms

Computer Science
Information Sciences

Keywords

Image compression JPEG2000 JPEG Wavelet Transforms EBCOT