Simultaneous band-weighting and spectral unmixing for multiple endmember sets

July 11, 2013 in Conference Papers

Abstract:

In this paper, the SimUltaneous Band-weighting and Spectral Unmixing for Multiple Endmember Sets (SUBSUME) which performs endmember extraction for multiple sets of endmembers, estimates proportion values, and assigns partition-specific band weights is presented. By incorporating simultaneous band weighting, input hyperspectral data is partitioned while focusing on spectral information from the wavelengths that provide the smallest error. Results are shown on two measured hyperspectral images.

Links:

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Citation:

P. Khopkar and A. Zare, “Simultaneous band-weighting and spectral unmixing for multiple endmember sets,” in IEEE Int. Geoscience and Remote Sens. Symp. (IGARSS), 2013, pp. 2164-2167. 
@InProceedings{khopkar2013simultaneous,
Title = {Simultaneous band-weighting and spectral unmixing for multiple endmember sets},
Author = {Piyush Khopkar and Alina Zare},
Booktitle = {IEEE Int. Geoscience and Remote Sens. Symp. (IGARSS)},
Year = {2013},
Month = {July},
Pages = {2164-2167},
Doi = {10.1109/IGARSS.2013.6723243},
}