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Spectral Unmixing of Hyperspectral Imagery Using Multilayer NMF

IEEE Geosci. Remote Sensing Lett., no. 1 (2015): 38-42

Cited by: 80|Views15
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Abstract

Hyperspectral images contain mixed pixels due to low spatial resolution of hyperspectral sensors. Spectral unmixing problem refers to decomposing mixed pixels into a set of endmembers and abundance fractions. Due to nonnegativity constraint on abundance fractions, nonnegative matrix factorization (NMF) methods have been widely used for so...More

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