I. P. , A. Bita, D. Pham, and M. Barret, A Separation Deconvolution Modelling for Multicomponent Images Compression, pp.31-34, 2006.

I. P. , A. Bita, M. Barret, and D. Pham, Compression of Multicomponent Satellite Images Using Independent Component Analysis, Proceedings of the Sixth International Conference on Independent Component Analysis and Blind Signal Separation, pp.335-342, 2006.

M. Antonini, M. Barlaud, B. Rougé, and C. Lambert-nebout, Weighted optimum bit allocation for multiresolution satellite image coding, Proceedings of Canadian Conference on Electrical and Computer Engineering, pp.445-458, 1993.
DOI : 10.1109/CCECE.1993.332212

M. Antonini, M. Barlaud, P. Mathieu, and I. Daubechies, Image coding using wavelet transform, IEEE Transactions on Image Processing, vol.1, issue.2, pp.205-220, 1992.
DOI : 10.1109/83.136597
URL : https://hal.archives-ouvertes.fr/hal-01322224

A. J. Bell and T. J. Sejnowski, An Information-Maximization Approach to Blind Separation and Blind Deconvolution, Neural Computation, vol.20, issue.1, pp.1129-1159, 1995.
DOI : 10.1109/78.301850

A. Belouchrani and K. A. Meraim, A blind source separation technique using second-order statistics, IEEE Transactions on Signal Processing, vol.45, issue.2, pp.434-443, 1997.
DOI : 10.1109/78.554307

A. Bilgin, P. J. Sementilli, F. Sheng, and M. W. Marcellin, Scalable image coding using reversible integer wavelet transforms, IEEE Transactions on Image Processing, vol.9, issue.11, pp.1972-1977, 2000.
DOI : 10.1109/83.877218

H. Blume and A. Fand, <title>Reversible And Irreversible Image Data Compression Using The S-transform and Lempel-Ziv Coding</title>, Medical Imaging III: Image Capture and Display, pp.2-18, 1989.
DOI : 10.1117/12.976433

M. Michael, A. M. Bronstein, M. Bronstein, Y. Y. Zibulevsky, and . Zeevi, Blind Deconvolution of Images using Optimal Sparse Representations, IEEE Transactions on Image Processing, vol.14, issue.6, pp.726-736, 2005.

J. Cardoso, Multidimensional independent component analysis, Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP '98 (Cat. No.98CH36181), 1998.
DOI : 10.1109/ICASSP.1998.681443
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.15.6376

J. Cardoso, Source separation using higher order moments, International Conference on Acoustics, Speech, and Signal Processing, pp.2109-2112, 1989.
DOI : 10.1109/ICASSP.1989.266878
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.8.5483

J. Cardoso and A. Souloumiac, Blind beamforming for non-gaussian signals, IEE Proceedings F Radar and Signal Processing, vol.140, issue.6, pp.362-370, 1993.
DOI : 10.1049/ip-f-2.1993.0054

J. Cardoso, Blind signal separation: statistical principles, Proceedings of the IEEE, vol.86, issue.10, pp.2009-2025, 1998.
DOI : 10.1109/5.720250
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.10.7237

M. Castella and J. Pesquet, An Iterative Blind Source Separation Method for Convolutive Mixtures of Images, Proceedings of the 5 th International Conference On Independent Component Analysis and Blind Signal Separation, pp.922-929, 2004.
DOI : 10.1007/978-3-540-30110-3_116
URL : https://hal.archives-ouvertes.fr/hal-00621871

M. Castella, Separation de Sources non Linéaires dans le Cas des Mélanges Convolutifs, 2004.

M. Chikhaoui and F. Bonn, A spectral index for land degradation mapping using ASTER data: Application to a semi-arid Mediterranean catchment, International Journal of Applied Earth Observation and Geoinformation, vol.7, issue.2, pp.140-153, 2005.
DOI : 10.1016/j.jag.2005.01.002

E. Christophe and W. A. Pearlman, Three-Dimensional SPIHT Coding of Volume Images with Random Access and Resolution Scalability, EURASIP Journal on Image and Video Processing, vol.2, 2006.
DOI : 10.1109/TGRS.2005.853931

P. Comon, Independent component analysis, A new concept?, Signal Processing, vol.36, issue.3, pp.287-314, 1994.
DOI : 10.1016/0165-1684(94)90029-9
URL : https://hal.archives-ouvertes.fr/hal-00417283

P. L. Dragotti, G. Poggi, and A. R. Ragozini, Compression of multispectral images by three-dimensional SPIHT algorithm, IEEE Transactions on Geoscience and Remote Sensing, vol.38, issue.1, pp.416-428, 2000.
DOI : 10.1109/36.823937

H. Everett, Generalized Lagrange Multiplier Method for Solving Problems of Optimum Allocation of Resources, Operations Research, vol.11, issue.3, pp.399-417, 1963.
DOI : 10.1287/opre.11.3.399

D. J. Field, Relations between the statistics of natural images and the response properties of cortical cells, Journal of the Optical Society of America A, vol.4, issue.12, pp.2379-2394, 1987.
DOI : 10.1364/JOSAA.4.002379

A. Gersho and R. M. Gray, Vector quantization and signal compression, 1992.
DOI : 10.1007/978-1-4615-3626-0

M. Girolami, Self-Organization Neural Networks -Independent Component Analysis and Blind Source Separation, 1999.

M. J. Gormish, E. L. Schwartz, A. F. Keith, M. P. Boliek, and A. Zandi, <title>Lossless and nearly lossless compression for high-quality images</title>, Very High Resolution and Quality Imaging II, pp.62-70, 1997.
DOI : 10.1117/12.270058

A. David and . Huffman, A Method for the Construction of Minimum-Redundancy Codes, Proceedings of the IRE, pp.1098-1101, 1952.

A. Hyvarinen, Fast and robust fixed-point algorithms for independent component analysis, IEEE Transactions on Neural Networks, vol.10, issue.3, pp.626-634, 1999.
DOI : 10.1109/72.761722
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.297.8229

E. Incerti, Compression d'Images : Algorithmes et Standards, 2003.

A. Islam and W. A. Pearlman, <title>Embedded and efficient low-complexity hierarchical image coder</title>, Visual Communications and Image Processing '99, pp.294-305, 1999.
DOI : 10.1117/12.334677
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.2172

C. Iso, Digital Compression and Coding of Continuous-Tone still Images, Information Technology, 2003.

C. Jutten and A. Guérin-dugué, De la séparation de sourcè a l'analyse en composantes indépendantes, Actes de l'´ ecole d'´ eté de Printemps, p.Villard-de-Lans, 2001.

C. Jutten and J. Hérault, Independent Component Analysis versus PCA, Proceedings of EUSIPCO, pp.643-646, 1988.

H. Le-borgne, N. Guyader, A. Guerin-dugué, and J. Hérault, Classification of images: ICA filters vs human perception, Seventh International Symposium on Signal Processing and Its Applications, 2003. Proceedings., pp.251-254, 2003.
DOI : 10.1109/ISSPA.2003.1224861
URL : https://hal.archives-ouvertes.fr/hal-00372328

R. Linsker, Self-organization in a perceptual network, Computer, vol.21, issue.3, pp.105-107, 1988.
DOI : 10.1109/2.36

L. Xiaoqing, Analyse d'Images Couleur en Composantes Indépendantes par Réseau de Neurones, 1991.

J. Liu and P. Moulin, Information-Theoretic Analysis of Interscale and Intrascale Dependencies Between Image Wavelet Coefficients, IEEE Transactions on Image Processing, vol.10, issue.11, pp.1647-1658, 2001.

M. Narozny, M. Barret, D. Pham, I. Paul-akam, and . Bita, Modified ICA algorithms for finding optimal transforms in transform coding, ISPA 2005. Proceedings of the 4th International Symposium on Image and Signal Processing and Analysis, 2005., pp.111-116, 2005.
DOI : 10.1109/ISPA.2005.195393

C. Nikias and A. Petropulu, Higher Order Spectral Analysis -A Nonlinear Signal Processing Framework, 1993.

D. Nuzillard and A. Bijaoui, Blind source separation and analysis of multispectral astronomical images, Astronomy and Astrophysics Supplement Series, vol.147, issue.1, 2000.
DOI : 10.1051/aas:2000292

B. A. Olshausen and D. J. Field, Emergence of simple-cell receptive field properties by learning a sparse code for natural images, Nature, vol.381, issue.6583, pp.607-609, 1996.
DOI : 10.1038/381607a0

C. Parisot, Allocations Basées Modèles et Transformée en Ondelettes au Fil de l'Eau pour le Codage d'Images et de Vidéos, 2003.

C. Parisot, S. Tramini, M. Antonini, M. Barlaud, C. Latry et al., Optimisation d'une Chaine Image de Télédétection : de la Compression Embarquée aux Post- Traitements Sol, Proceedings of GRETSI (Signal and Image Processing), 2001.

D. Pham, Fast algorithms for mutual information based independent component analysis, IEEE Transactions on Signal Processing, vol.52, issue.10, pp.2690-2700, 2004.
DOI : 10.1109/TSP.2004.834398

D. Pham, P. Garrat, and C. Jutten, Separation of Mixture of Independent Sources through a Maximum Likelihood Approach, Proceedings of European Signal Processing, pp.771-774, 1992.
URL : https://hal.archives-ouvertes.fr/hal-01485511

D. Pham, Mutual Information Approach to Blind Separation-Deconvolution, Proceeding of the 13th European Signal Processing Conference (EUSIPCO), 2005.

D. Pham, Entropy of Random Variable Slightly Contaminated with Another, IEEE Letter on Signal Processing, 2005.

M. Rabbani and R. Joshi, An overview of the JPEG2000 still Image compression Standard, 2001.

B. Ramakrishna, J. Wang, C. Chang, A. Plaza, H. Ren et al., Spectral/spatial hyperspectral image compression in conjunction with virtual dimensionality, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XI, pp.772-781, 2005.
DOI : 10.1117/12.604128

A. Said, A. William, and . Pearlman, A new, fast, and efficient image codec based on set partitioning in hierarchical trees, IEEE Transactions on Circuits and Systems for Video Technology, vol.6, issue.3, pp.243-250, 1996.
DOI : 10.1109/76.499834

A. Said, A. William, and . Pearlman, An image multiresolution representation for lossless and lossy compression, IEEE Transactions on Image Processing, vol.5, issue.9, pp.1303-1310, 1996.
DOI : 10.1109/83.535842

Y. Shoham and A. Gersho, Efficient bit allocation for an arbitrary set of quantizers (speech coding), IEEE Transactions on Acoustics, Speech, and Signal Processing, vol.36, issue.9, pp.1445-1453, 1988.
DOI : 10.1109/29.90373

W. Sweldens, The Lifting Scheme: A Custom-Design Construction of Biorthogonal Wavelets, Applied and Computational Harmonic Analysis, vol.3, issue.2, pp.186-200, 1996.
DOI : 10.1006/acha.1996.0015

S. David, M. W. Taubman, and . Marcellin, JPEG2000 : Image Compression Fundmentals, Standards and Practice, Kluwer Academic, 2002.

D. Taubman, E. Ordentlich, M. Weinberger, and G. Seroussi, Embedded block coding in JPEG 2000, Signal Processing: Image Communication, vol.17, issue.1, pp.49-72, 2000.
DOI : 10.1016/S0923-5965(01)00028-5

B. Usevitch, Optimal bit allocation for biorthogonal wavelet coding, Proceedings of Data Compression Conference, DCC '96, pp.387-395, 1996.
DOI : 10.1109/DCC.1996.488344

P. P. Vaidyanathan, Multirate Systems and Filter Banks, 1993.

J. Vaisey, M. Barlaud, and M. Antonini, Multispectral image coding using lattice VQ and the wavelet transform, Proceedings 1998 International Conference on Image Processing. ICIP98 (Cat. No.98CB36269), pp.307-311, 1998.
DOI : 10.1109/ICIP.1998.723370

W. John, T. Woods, and . Naven, A Filter Based Bit Allocation Scheme for Subband Compression of HDTV, IEEE Transactions on Image Processing, vol.1, issue.3, pp.436-440, 1992.

A. Zandi, J. Allen, E. Schwartz, and M. Bolick, CREW: Compression with Reversible Embedded Wavelets, Proceedings DCC '95 Data Compression Conference, pp.212-221, 1995.
DOI : 10.1109/DCC.1995.515511

J. Ziv and A. Lempel, A universal algorithm for sequential data compression, IEEE Transactions on Information Theory, vol.23, issue.3, pp.337-343, 1977.
DOI : 10.1109/TIT.1977.1055714
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.118.8921

J. Ziv and A. Lempel, Compression of individual sequences via variable-rate coding, IEEE Transactions on Information Theory, vol.24, issue.5, pp.530-536, 1978.
DOI : 10.1109/TIT.1978.1055934

G. Zoutendijk, Mathematical Programming Methods, Images Debit, 1976.

. Tab, 1 ? PRSB des images de 8 bpp du schéma en sous-bandes Images Debit 0

. Tab, 2 ? PRSB des images de 12 bpp du schéma en sous-bandes Images Debit 0

. Tab, 3 ? PRSB des images de 16 bpp du schéma en sous-bandes Images Debit 0

. Tab, 4 ? PRSB des images de 8 bpp du schéma séparable avec adaptation dans l'espace ondelette Images Debit 0

. Tab, 5 ? PRSB des images de 12 bpp du schéma séparable avec adaptation dans l'espace ondelette Images Debit 0

. Tab, 6 ? PRSB des images de 16 bpp du schéma séparable avec adaptation dans l'espace ondelette Images Debit 0

. Tab, 7 ? PRSB des images de 8 bpp du schéma séparable avec adaptation dans l'espace image Images Debit 0

. Tab, 8 ? PRSB des images de 12 bpp du schéma séparable avec adaptation dans l'espace image Images Debit 0

. Tab, 9 ? PRSB des images de 16 bpp du schéma séparable avec adaptation dans l'espace image Images Debit 0

. Tab, 10 ? PRSB des images de 8 bpp du schéma mixte en sous-bandes pour P = 4

. Tab, 11 ? PRSB des images de 12 bpp du schéma mixte en sous-bandes pour P = 4

. Tab, 12 ? PRSB des images de 16 bpp du schéma mixte en sous-bandes pour P = 4

. Tab, 13 ? PRSB des images de 12 bpp du schéma séparable avec adaptation dans l'espace image + V M 9

T. Huang and P. M. Schultheiss, 14 ? PRSB des images de 16 bpp du schéma séparable avec adaptation dans l'espace image + VM9 References [1] J Block quantization of correlated Gaussian random variables, IEEE Trans. Commun, vol.6, issue.11, pp.289-296, 1963.

V. K. Goyal, J. Zhuang, and M. Vetterli, Transform coding with backward adaptive updates, IEEE Transactions on Information Theory, vol.46, issue.4, pp.1623-1633, 2000.
DOI : 10.1109/18.850706
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.3811

M. Narozny and M. Barret, Generalized coding gain in transform coding, 2005.

D. T. Pham, Fast algorithms for mutual information based independent component analysis, IEEE Transaction on Signal Processing, 2004.

P. Comon, Independent component analysis, A new concept?, Signal Processing, vol.36, issue.3, pp.287-314, 1994.
DOI : 10.1016/0165-1684(94)90029-9
URL : https://hal.archives-ouvertes.fr/hal-00417283

C. Jutten and J. Herault, Blind separation of sources, part I: An adaptive algorithm based on neuromimetic architecture, Signal Processing, vol.24, issue.1, pp.1-10, 1991.
DOI : 10.1016/0165-1684(91)90079-X

A. Hyvärinen, Survey on independent component analysis, Neural Computing Surveys, vol.2, pp.94-128, 1999.

S. Amari, A. Cichocki, and H. H. Yang, A new learning algorithm for blind source separation, Advances in Neural Information Processing 8, pp.757-763, 1996.

S. Amari, Natural Gradient Works Efficiently in Learning, Neural Computation, vol.37, issue.2, pp.251-276, 1998.
DOI : 10.1103/PhysRevLett.76.2188

T. M. Cover and J. A. Thomas, Elements of Information Theory, 1991.

D. T. Pham, Blind separation of instantaneous mixture of sources via an independent component analysis, IEEE Transactions on Signal Processing, vol.44, issue.11, pp.2768-2779, 1996.
DOI : 10.1109/78.542183