Noise-adjusted non orthogonal linear projections for hyperspectral data analysis

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 6, Issue , 2003, Pages 3760-3762

  Lennon, M ^a,b   Mercier, G ^a  

^a ECOLE DES MINES DE NANTES   (France)

^b TECHNOPÔLE BREST IROISE   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; DATA REDUCTION; MATRIX ALGEBRA; MULTIVARIABLE SYSTEMS; PRINCIPAL COMPONENT ANALYSIS; SIGNAL TO NOISE RATIO; VECTORS;

HYPERSPECTRAL DATA CUBES; LINEAR PROJECTIONS;

INDEPENDENT COMPONENT ANALYSIS;

EID: 0242540549     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. D. Landgrebe, "Information extraction principles and methods for multispectral and hyperspectral image data," in Information processing for remote sensing, C.H. Chen, Ed., pp. 3-38. World Scientific Publishig Co. Inc., USA, 1999.
2. C. Jutten and J. Hrault, "Blind separation of sources, part i: an adaptive algorithm based on neuromimetic architecture," Signal Processing, vol. 24, pp. 1-10, 1991.
3. J.H. Friedman and J.W. Tuckey, "A projection pursuit algorithm for exploratory data analysis," IEEE Transactions on Computers, vol. c-23, no. 9, pp. 881-889, 1974.
4. M. Lennon, G. Mercier, M.C. Mouchot, and L. Hubert-Moy, "Independent component analysis as a tool for the dimensionality reduction and the representation of hyperspectral images," in Proceedings of IGARSS 2001, Sydney, Australia, 2001.
5. A. Ifarraguerri and C.-I. Chang, "Unsupervised hyperspectral image analysis with projection pursuit," IEEE Transactions on Geoscience and Remote Sensing, vol. 38, no. 6, pp. 2529-2538, 2000.
6. J.B. Lee, S. Woodyatt, and M. Berman, "Enhancement of high spectral resolution remote-sensing data by a noise-adjusted principal component transform," IEEE Transactions on Geoscience and Remote Sensing, vol. 28, no. 3, pp. 295-304, 1990.
7. A.A. Green, M. Berman, P. Switzer, and M.D. Craig, "A tranformation for ordering multispectral data in terms of image quality with implications for noise removal," IEEE Transactions on Geoscience and Remote Sensing, vol. 26, no. 1, pp. 65-74, 1988.
8. A. Hyvrinen, "Fast and robust fixed-point algorithms for independent component analysis," IEEE Transactions on Neural Networks, vol. 10, no. 3, pp. 626-634, 1999.
9. J.H. Friedman, "Exploratory projection poursuit," Journal of the American Statistical Association, vol. 82, no. 397, pp. 249-266, 1987.