Spatial constraints on endmember extraction and optimization of per-pixel endmember sets for spectral unmixing

WHISPERS '09 - 1st Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing

Volumn , Issue , 2009, Pages

  Rivard, B ^a   Rogge, D M ^a   Feng, J ^b   Zhang, J ^c  

^a UNIVERSITY OF VICTORIA   (Canada)

^b UNIVERSITY OF ALBERTA   (Canada)

^c UNIVERSITY OF LETHBRIDGE   (Canada)

Author keywords

Endmember extraction; Hyperspectral data; Spatial spectral; Spectral mixture analysis

Indexed keywords

ENDMEMBER EXTRACTION; ENDMEMBER EXTRACTION ALGORITHMS; ENDMEMBERS; HYPERSPECTRAL DATA; IMAGE COMPONENTS; MIXING PROCESS; SEARCH PROCESS; SPATIAL CONSTRAINTS; SPECTRAL MIXTURE; SPECTRAL MIXTURE ANALYSIS; SPECTRAL UNMIXING;

MIXTURES; REMOTE SENSING; SIGNAL PROCESSING;

PIXELS;

EID: 72049108095     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/WHISPERS.2009.5289088     Document Type: Conference Paper

References (12)

1. J.J. Settle and N. A. Drake, "Linear mixing and the estimation of ground cover proportions," Int. J. of Remote Sensing, vol. 14, pp. 1159-1177, 1993.
2. J.B. Adams, M.O. Smith, and P.E. Johnson, "Spectral mixture modeling: a new analysis of rock and soil types at the Viking Lander 1 site," J. Geophys. Res, vol. 91, pp. 8098-8112, 1986.
3. D.E. Sabol, J.B. Adams, and M.O. Smith, "Quantitative sub-pixel spectral detection of targets in multispectral images," J. Geophys. Res., vol. 97, pp. 2659-2672, 1992.
4. A. Plaza, P. Martinez, R. Perez, and J. Plaza, "Spatial/spectral endmember extraction by multidimensional morphological operations," IEEE Trans. Geosci. Remote Sens., vol. 40, pp. 2025-2041,2002.
5. D. Rogge, B. Rivard, J. Zhang, A. Sanchez, J. Harris, and J. Feng, "Integration of spatial-spectral information for the improved extraction of endmembers," Remote Sens. Environ., vol. 110, pp. 287-303, 2007.
6. D.M. Rogge, B. Rivard, J. Zhang and J. Feng, "Iterative spectral unmixing for optimizing per-pixel endmember sets," IEEE Trans. Geosci. Remote Sens., vol. 44, pp. 3725-3736, 2006.
7. A.R. Gillespie, "Spectral mixture analysis of multispectral thermal infrared images," Remote Sens. Environ., vol. 42, pp. 137-145, 1992.
8. R.O. Green, M.L. Eastwood, C.M. Sarture, T.G. Chrien, M. Aronsson, B.J. Chippendale, J.A. Faust, B.E. Pavri, C.J. Chovit, M. Solis, M.R. Olah and O. Williams, "Imaging spectroscopy and the Airborne Visible/Infrared Imaging Spectrometer (AVIRIS)," Remote Sens. Environ., vol. 65, pp. 227-248, 1998.
9. J.W. Boardman, "Automating spectral unmixing of AVIRIS data using convex geometry concepts," Summaries of the fourth Annual JPL airborne Geoscience Workshop, JPL Publication 93-26, 1,11-14, 1993.
10. R.A. Neville, K. Staenz, T. Szeredi, J. Lefebvre and P. Hauff, "Automatic Endmember Extraction from Hyperspectral Data for Mineral Exploration," Fourth International Airborne Remote Sensing Conference and Exhibition / 21 st Canadian Symposium on Remote Sensing, Ottawa, Ontario, Canada, 21-24 June, 1999.
11. R.N. Clark, G.A. Swayze, K.E. Livo, R.F. Kokaly, S.J. Sutley, J.B. Dalton, R.R McDougal, and C.A. Gent, "Imaging spectroscopy: Earth and planetary remote sensing with the USGS Tertracorder and expert systems," J. of Geophys. Res., vol. 108, E12, pp. 5-1-5-44, 2003.
12. M.S. Ramsey and P.R. Christensen, "Mineral abundance determination: Quantitative deconvolution of thermal emission spectra," J. of Geophys. Res., vol. 103, pp. 577-596, 1998.