Does independent component analysis play a role in unmixing hyperspectral data?

Independent component analysis (ICA) has recently been proposed as a tool to unmix hyperspectral data. ICA is founded on two assumptions: 1) the observed spectrum vector is a linear mixture of the constituent spectra (endmember spectra) weighted by the correspondent abundance fractions (sources); 2)...

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Bibliographic Details
Main Author: Nascimento, Jose (author)
Other Authors: Bioucas-Dias, José M. (author)
Format: article
Language:eng
Published: 2014
Subjects:
Online Access:http://hdl.handle.net/10400.21/3653
Country:Portugal
Oai:oai:repositorio.ipl.pt:10400.21/3653