IEEE - Institute of Electrical and Electronics Engineers, Inc. - Algorithms and Comparisons of Nonnegative Matrix Factorizations With Volume Regularization for Hyperspectral Unmixing

Author(s): Andersen Man Shun Ang ; Nicolas Gillis
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 11
ISSN (Electronic): 2151-1535
ISSN (Paper): 1939-1404
DOI: 10.1109/JSTARS.2019.2925098
Regular:

In this paper, we consider nonnegative matrix factorization (NMF) with a regularization that promotes small volume of the convex hull spanned by the basis matrix. We present highly efficient... View More

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