Simultaneous Band-weighting and Spectral Unmixing for Multiple Endmember Sets

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.

 

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Plain Text:

Khopkar P.; Zare, A., “Simultaneous Band-weighting and Spectral Unmixing for Multiple Endmember Sets,” in IEEE International Geoscience and Remote Sensing Symposium (IGARSS), vol., no., pp. 2164-2167, July 21-26, 2013.

Bibtex:

@INPROCEEDINGS{KhopkarZare:2013,
author={Khopkar, P. and Zare, A.},
booktitle={IEEE International Geoscience and Remote Sensing Symposium (IGARSS)},
title={Simultaneous Band-weighting and Spectral Unmixing for Multiple Endmember Sets},
year={2013},
month={July},
pages={2164-2167},
}

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