Staff Publications

Staff Publications

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    'Staff publications' is the digital repository of Wageningen University & Research

    'Staff publications' contains references to publications authored by Wageningen University staff from 1976 onward.

    Publications authored by the staff of the Research Institutes are available from 1995 onwards.

    Full text documents are added when available. The database is updated daily and currently holds about 240,000 items, of which 72,000 in open access.

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Record number 566236
Title Spectral-textural endmember extraction
Author(s) Zortea, Maciel; Tuia, Devis; Pacifici, Fabio; Plaza, Antonio
Source In: 2nd Workshop on Hyperspectral Image and Signal Processing. -
Event 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2010, Reykjavik, 2010-06-14/2010-06-16
DOI https://doi.org/10.1109/WHISPERS.2010.5594909
Publication type Contribution in proceedings
Publication year 2010
Keyword(s) Endmember extraction - Hyperspectral imaging - Spectral unmixing - Texture features
Abstract

Several available techniques for endmember extraction and spectral unmixing use only the spectral information contained in the hyperspectral data. In this paper, we introduce a novel method for spatial-spectral endmember extraction which incorporates texture features in the quantification of spatial information (jointly with spectral information). Experimental results with simulated and real hyperspectral data sets indicate that textural information could assist the extraction of spectral endmembers, although a challenging issue still remains: how to combine the final set of endmember candidates (obtained by merging the individual sets of candidates found using spectral, textural and joint spectral - textural information) in order to provide a relevant final solution.

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