F. A. Kruse, A. B. Lefkoff, J. W. Boardman, K. B. Heidebrecht, A. T. Shapiro et al., The spectral image processing system (SIPS)???interactive visualization and analysis of imaging spectrometer data, Remote Sensing of Environment, vol.44, issue.2-3, pp.145-163, 1993.
DOI : 10.1016/0034-4257(93)90013-N

N. S. Subotic, J. D. Gorman, and B. J. Thelen, Wavelet techniques for band selection and material classification from hyperspectral data, Imaging Spectrometry, pp.426-434, 1995.
DOI : 10.1117/12.210896

L. M. Bruce, J. Li, and S. S. Shen, <title>Fast wavelet-based algorithms for multiresolutional decomposition and feature extraction of hyperspectral signatures</title>, Algorithms for Multispectral and Hyperspectral Imagery V, pp.72-81, 1999.
DOI : 10.1117/12.353026

L. M. Bruce, C. H. Koger, and J. Li, Dimensionality reduction of hyperspectral data using discrete wavelet transform feature extraction, IEEE Transactions on Geoscience and Remote Sensing, vol.40, issue.10, pp.2331-2338, 2002.
DOI : 10.1109/TGRS.2002.804721

S. Kaewpijit, J. L. Moigne, and T. El-ghazawi, Automatic reduction of hyperspectral imagery using wavelet spectral analysis, IEEE Transactions on Geoscience and Remote Sensing, vol.41, issue.4, pp.863-871, 2003.
DOI : 10.1109/TGRS.2003.810712

C. H. Koger, L. M. Bruce, D. R. Shaw, and K. N. Reddy, Wavelet analysis of hyperspectral reflectance data for detecting pitted morningglory (Ipomoea lacunosa) in soybean (Glycine max), Remote Sensing of Environment, vol.86, issue.1, pp.108-119, 2003.
DOI : 10.1016/S0034-4257(03)00071-3

H. Wu, G. Kuang, and W. Yu, Unsupervised classification method for hyperspectral image combining PCA and Gaussian mixture model, Third International Symposium on Multispectral Image Processing and Pattern Recognition, pp.729-734, 2003.
DOI : 10.1117/12.539872

J. E. Pinzon, S. L. Ustin, C. M. Castaneda, J. F. Pierce, and L. A. Costick, <title>Robust spatial and spectral feature extraction for multispectral and hyperspectral imagery</title>, Algorithms for Multispectral and Hyperspectral Imagery IV, pp.199-210, 1998.
DOI : 10.1117/12.312601

J. Bibring, Y. Langevin, F. Poulet, A. Gendrin, B. Gondet et al., Perennial water ice identified in the south polar cap of Mars, Perennial water ice identified in the south polar cap of Mars, pp.627-630, 2004.
DOI : 10.1038/nature02461

Y. Langevin, F. Poulet, J. Bibring, B. Schmitt, S. Douté et al., Summer Evolution of the North Polar Cap of Mars as Observed by OMEGA/Mars Express, Science, vol.307, issue.5715, pp.1581-1584, 2005.
DOI : 10.1126/science.1109438

URL : https://hal.archives-ouvertes.fr/insu-00356297

R. N. Clark, A. J. Gallagher, and G. A. Swayze, Material absorption band depth mapping of imaging spectrometer data using the complete band shape leastsquares algorithm simultaneously fit to multiple spectral features from multiple materials, Proceedings of the Third Airborne Visible/Infrared Imaging Spectrometer (AVIRIS) Workshop, JPL Publication, pp.90-54, 1990.

S. Mallat, A Wavelet Tour of Signal Processing, pp.107-121, 1999.

W. H. Press, B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling, Numerical Recipes in Fortran 77 : the art of scientific computing, pp.584-599, 1986.

J. Boardman, F. A. Kruse, and R. O. Green, Mapping target signatures via partial unmixing of AVIRIS data: in Summaries, Fifth JPL Airborne Earth Science Workshop, JPL Publication 95-1, pp.23-26, 1995.

A. Green, M. Berman, P. Switzer, and M. Craig, A transformation for ordering multispectral data in terms of image quality with implications for noise removal, IEEE Transactions on Geoscience and Remote Sensing, vol.26, issue.1, pp.65-74, 1988.
DOI : 10.1109/36.3001

S. Douté and B. Schmitt, A multilayer bidirectional reflectance model for the analysis of planetary surface hyperspectral images at visible and near-infrared wavelengths, Journal of Geophysical Research: Planets, vol.27, issue.12, pp.31-367, 1998.
DOI : 10.1029/98JE01894

L. Renzullo, A. Blanchfield, and K. Powell, A method of wavelength selection and spectral discrimination of hyperspectral reflectance spectrometry, Geoscience and Remote Sensing, pp.1986-1994, 2006.
DOI : 10.1109/TGRS.2006.870441

C. Chang and S. Wang, Constrained band selection for hyperspectral imagery Geoscience and Remote Sensing, IEEE Transactions on, vol.44, issue.6, pp.1575-1585, 2006.

J. Li, Wavelet-based feature extraction for improved endmember abundance estimation in linear unmixing of hyperspectral signals Geoscience and Remote Sensing, IEEE Transactions on, vol.42, issue.3, pp.644-649, 2004.

S. Liangrocapart, M. Petrou, V. , and S. B. Serpico, Feasibility study on the use of nonlinear spectral unmixing, Proc. SPIE, pp.159-168, 1999.

R. R. Coifman and M. V. Wickerhauser, Entropy-based algorithms for best basis selection, IEEE Transactions on Information Theory, vol.38, issue.2, pp.713-718, 1992.
DOI : 10.1109/18.119732

N. Saito and R. R. Coifman, Local discriminant bases, Proc. SPIE Wavelet Applications in Signal and Image Processing II, pp.2-14, 1994.

E. Quirico and B. Schmitt, Near-Infrared Spectroscopy of Simple Hydrocarbons and Carbon Oxides Diluted in Solid N2and as Pure Ices: Implications for Triton and Pluto, Icarus, vol.127, issue.2, pp.354-378, 1997.
DOI : 10.1006/icar.1996.5663

W. M. Grundy and B. Schmitt, The temperature-dependent nearinfrared absorption spectrum of hexagonal H 2 O ice, Journal of Geophysical Research, vol.103, pp.25-809, 1998.

B. Schmitt, E. Quirico, F. Trotta, and W. M. Grundy, Optical Properties of Ices From UV to Infrared, Solar System Ices, pp.199-240, 1998.
DOI : 10.1007/978-94-011-5252-5_9

S. Douté, B. Schmitt, Y. Langevin, J. Bibring, F. Altieri et al., South Pole of Mars: Nature and Composition of the Icy Terrains from Mars Express OMEGA Observations Planetary and Space Sience

D. A. Glenar, G. Hansen, G. Bjoraker, M. Smith, D. Pearl et al., Bright-region radiative properties within the Mars south polar cap (Ls=231) from near-infrared spectroscopic imaging, Icarus, vol.174, issue.2, pp.600-603, 2005.
DOI : 10.1016/j.icarus.2004.09.012

S. A. Clough, M. W. Shephard, E. J. Mlawer, J. S. Delamere, M. J. Iacono et al., Atmospheric radiative transfer modeling: a summary of the AER codes, Journal of Quantitative Spectroscopy and Radiative Transfer, vol.91, issue.2, pp.233-244, 2005.
DOI : 10.1016/j.jqsrt.2004.05.058

R. Congalton and K. Green, Assessing the accuracy of remotely sensed data: principles and practices, 1999.
DOI : 10.1201/9781420048568