IEEE - Institute of Electrical and Electronics Engineers, Inc. - Regularization Parameter Selection in Minimum Volume Hyperspectral Unmixing

Author(s): Lina Zhuang ; Chia-Hsiang Lin ; Mario A. T. Figueiredo ; Jose M. Bioucas-Dias
Sponsor(s): IEEE Geoscience and Remote Sensing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2019
Volume: 57
Page(s): 9,858 - 9,877
ISSN (Electronic): 1558-0644
ISSN (Paper): 0196-2892
DOI: 10.1109/TGRS.2019.2929776
Regular:

Linear hyperspectral unmixing (HU) aims at factoring the observation matrix into an endmember matrix and an abundance matrix. Linear HU via variational minimum volume (MV) regularization has... View More

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