IEEE - Institute of Electrical and Electronics Engineers, Inc. - Robust hyperspectral data unmixing with spatial and spectral regularized NMF

2010 2nd Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS)

Author(s): Huck, A. ; Guillaume, M.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 June 2010
Conference Location: Reykjavik, Iceland, Iceland
Conference Date: 14 June 2010
Page(s): 1 - 4
ISBN (Electronic): 978-1-4244-8907-7
ISBN (Paper): 978-1-4244-8906-0
DOI: 10.1109/WHISPERS.2010.5594915
Regular:

This paper considers the problem of unsupervised hyperspectral data unmixing under the linear spectral mixing model assumption (LSMM). The aim is to recover both end member spectra and abundances... View More

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