Compressive-projection principal component analysis and the first Eigenvector

Proceedings - 2009 Data Compression Conference, DCC 2009

Volumn , Issue , 2009, Pages 223-232

  Fowler, James E ^a  

^a MISSISSIPPI STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DATA DISTRIBUTION; DIMENSIONAL SUBSPACE; EIGENVALUES; EIGENVECTOR; ORTHONORMAL; RANDOM PROJECTIONS; RAYLEIGH; RITZ VECTOR;

DATA COMPRESSION; EIGENVALUES AND EIGENFUNCTIONS; MICROWAVE ANTENNAS;

PRINCIPAL COMPONENT ANALYSIS;

EID: 67650652928     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DCC.2009.44     Document Type: Conference Paper

References (8)

1. J. E. Fowler, "Compressive-projection principal component analysis for the compression of hyperspectral signatures," in Proceedings of the IEEE Data Compression Conference, J. A. Storer and M. W. Marcellin, Eds., Snowbird, UT, March 2008, pp. 83-92.
2. -, "Compressive-projection principal component analysis," IEEE Transactions on Image Processing, submitted.
3. B. N. Parlett, The Symmetric Eigenvalue Problem. Philadelphia, PA: Society for Industrial and Applied Mathematics, 1998.
4. G. Strang, Linear Algebra and Its Applications, 3rd ed. San Diego, CA: Harcourt Brace Jovanovich, Inc., 1988.
5. N. K. Johnson, S. Kotz, and N. Balakrishnan, Continuous Univariate Distributions, 2nd ed. New York: John Wiley & Sons, Inc., 1994, vol. 1.
6. -, Continuous Univariate Distributions, 2nd ed. New York: John Wiley & Sons, Inc., 1995, vol. 2.
7. G. H. Golub and C. F. Van Loan, Matrix Computations, 3rd ed. Baltimore, MD: The Johns Hopkins University Press, 1996.
8. I. Johnstone and A. Y. Lu, "Sparse principal component analysis," Journal of the American Statistical Association, to appear.