Penalized spectral matched filter for target detection in hyperspectral imagery

International Geoscience and Remote Sensing Symposium (IGARSS)

Volumn , Issue , 2007, Pages 4830-4833

  Nasrabadi, Nasser M ^a  

^a U S ARMY RESEARCH LABORATORY   (United States)

Author keywords

Automatic target recognition; Hyperspectral imagery; Regularization; Shrinkage; Spectral matched filie

Indexed keywords

HYPERSPECTRAL IMAGERY; SPECTRAL MATCHED FILTER;

ADAPTIVE FILTERS; AUTOMATIC TARGET RECOGNITION; IMAGE PROCESSING; REMOTE SENSING;

TARGET TRACKING;

EID: 77955678290     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IGARSS.2007.4423942     Document Type: Conference Paper

References (13)

1. L. L. Scharf, Statistical Signal Processing, Addison Wesley, 1991.
2. M. K. Steven , Fundamentals of Statistical Signal Processing Estimation Theory, Prentice Hall, 1993.
3. F. C. Robey, D. R. Fuhrmann and E. J. Kelly, "A CFAR Adaptive Matched Filter Detector", IEEE Trans. on Aerospace and Elect. Syst., vol. 28, no. 1, pp. 208-216, Jan. 1992.
4. W-S., Chen and I. S. Reed, " A New CFAR Detection Test for Radar, " Digital Sigan Processing, vol. 1, no. 4, pp. 198-214, 1991.
5. A. Schaum, "Spectral Subspace Matched Filtering, " SPIE, vol. 4381, pp. 1-17, April 2001.
6. D. Manolakis, D., G. Shaw and N. Keshava, "Comparative Analysis of Hyperspectral Adaptive Matched Filter Detector," SPIE, vol.4049, pp. 2-17, April 2000.
7. T. Hastie and R. Tibshirani and J. Friedman, The Elements of Statistical Learning, Springer, 2001.
8. C. M. Bishop, Pattern Recognition and Machine Learning, Springer, 2006.
9. Tibshirani, R., "Regression Shrinkage and Selection via the Lasso," J. Royal. Statist. Soc. B., vol. 58, pp. 671-686, 1999.
10. G. E. Hinton, "Learning Distributed representations of Concepts , " in Proc. of the Eighth Annual Conference on Cognitive Science Society, COGNSCI86, pp. 1-12, Amherst 1986.
11. B. Scholkopf and A. J. Smola, Learning with Kernels, The MIT Press, 2002.
12. R. O. Duda, P. E. Hart and D. G. Stork, Pattern Classification, John Wiley, 2001.
13. G. Strang, Linear Algebra and its Applications, Harcourt Brace & Company, 1986.