Hyperspectral pixel unmixing using singular value decomposition

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 5, Issue , 2004, Pages 3253-3256

  Ball, J E ^a   Kari, S ^a   Younan, N H ^a  

^a NONE

Author keywords

Eigenanalysis; Hyperspectral; Pixel Unmixing; Singular Value Decomposition

Indexed keywords

ACOUSTIC WAVE REFLECTION; APPROXIMATION THEORY; COMPUTER SIMULATION; EIGENVALUES AND EIGENFUNCTIONS; ESTIMATION; IMAGE QUALITY; MATHEMATICAL MODELS; MATRIX ALGEBRA; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; RADIOMETERS; SET THEORY; SPECTRUM ANALYSIS; VECTORS;

EIGENANALYSIS; HYPERSPECTRAL; PIXEL UNMIXING; SINGULAR VALUE DECOMPOSITION;

REMOTE SENSING;

EID: 15944375122     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (8)

1. N. Keshava, and J. F. Mustard, "Spectral unmixing", IEEE Signal Processing Magazine, vol. 19, issue 1, pp. 44-57, Jan. 2002.
2. S. E. Fotinea, I. Dologlou, N. Hatzigeorgiu, and G. Carayannis, "Spectral Estimation based on the Eigenanalyisis of companion-like Matrices", Proceedings of the 2000 IEEE International Conference on Acoustics, Speech, and Signal Processing, vol. 1, pp. 257-260. June 2000.
3. Li, J., L. Bruce, J. Byrd, and J. Barnett, "Automated detection of Pueraria montana (kudzu) through Haar analysis of hyperspectral reflectance data", IEEE 2001 International Geoscience and Remote Sensing Symposium, vol. 5, pp. 2247-2249, July 2001.
4. S.L. Marple Jr., "Transient Signal Enhancement by Linear Predictive Eigenanalysis", 1988 International Conference on Acoustics, Speech, and Signal Processing, vol. 5, pp. 2925-2928, April 1988.
5. S. Prakriya, "Eigenanalysis-based blind methods for identification, equalization, and inversion of linear time-invariant channels", IEEE Transactions on Signal Processing, vol. 50. issue 7, pp. 1525-1532, July 2002.
6. N. H. Younan and C. D. Taylor, "On using the SVD-Prony Method to Extract Poles from an EM System from Its Transient Response", Electromagnetics, vol. 11, pp. 223-233, 1991.
7. Herries, G., T. Selige, and S. Danaher, "Singular Value Decomposition in Applied Remote Sensing", IEE Colloquium on Image Processing for Remote Sensing, pp. 5/1-5/6, Feb. 1996.
8. N.H. Younan, ECE 8413 Spectral Analysis lecture notes, Mississippi State University, Fall 2003.