Effects of endmember dimensionality on subpixel detection performance

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn 2, Issue 1, 2008, Pages

  Broadwater, Joshua ^a  

^a JOHNS HOPKINS UNIVERSITY   (United States)

Author keywords

Background estimation; Model selection; Subpixel detection

Indexed keywords

BACKGROUND ESTIMATION; ENDMEMBER; ENDMEMBERS; HYPER-SPECTRAL IMAGES; HYPERSPECTRAL; HYPERSPECTRAL IMAGE DATA; MODEL SELECTION; REAL-WORLD; STATE-OF-THE-ART METHODS; SUB PIXELS; SUBPIXEL DETECTION; TARGET SIGNATURES;

DETECTORS; ESTIMATION; REMOTE SENSING;

RADAR TARGET RECOGNITION;

EID: 66549112178     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2008.4779067     Document Type: Conference Paper

References (9)

1. C-I Chang and Q. Du, "Estimation of Number of Spectrally Distinct Signal Sources in Hyperspectral Imagery," IEEE Trans on Geosci Remote Sensing, vol. 42, no. 3, pp. 608-619, March 2004.
2. D. Manolakis, C. Siracusa, and G. Shaw, "Hyperspectral Subpixel Target Detection Using the Linear Mixing Model," IEEE Trans on Geosci Remote Sensing, vol. 39, no. 7, pp. 1392-1409, July 2001.
3. H. Akaike, "A New Look at the Statistical Identification Model," IEEE Trans, on Automatic Control, vol. 19, no. 6, pp. 716-723, December 1974.
4. J. Rissanen, "A Universal Prior for Integers and Estimation by Minimum Description Length," Annals of Statistics, vol. 11, pp. 416-431, 1983.
5. G. Schwartz, "Estimating the Dimension of a Model," The Annals of Statistics, vol. 5, no. 2, pp. 461-464, 1978.
6. M. Wax and T. Kailath, "Detection of Signals by Information Theoretic Criteria," IEEE Trans Acous Speech Signal Proc, vol. ASSP-33, no. 2, pp. 387 - 392, April 1985.
7. E.R. Malinowski, "Theory of Error in Factor Analysis," Analytical Chemistry, vol. 49, no. 4, pp. 606-612, 1977.
8. B. Thai and G. Healey, "Invariant Subpixel Material Detection in Hyperspectral Imagery," IEEE Trans on Geosci Remote Sensing, vol. 40, no. 3, pp. 599-608, March 2002.
9. G. P. Anderson, B. Pukali, C. L. Allred, L. S. Jeong, M. Hoke, J. H. Chetwynd, S. M. Adler-Golden, A. Berk, L. S. Bernstein, S. C. Richtsmeier, P. K. Acharya, and M. W. Matthew, "FLAASH and MODTRAN4: State-of-the-art Atmospheric Correction for Hyperspectral Data," IEEE Proc. of the 1999 Aerospace Conf, vol. 4, pp. 177-181, March 1999.