IEEE - Institute of Electrical and Electronics Engineers, Inc. - Stacked Nonnegative Sparse Autoencoders for Robust Hyperspectral Unmixing

Author(s): Yuanchao Su ; Andrea Marinoni ; Jun Li ; Javier Plaza ; Paolo Gamba
Sponsor(s): IEEE Geoscience and Remote Sensing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 September 2018
Volume: 15
Page(s): 1,427 - 1,431
ISSN (Electronic): 1558-0571
ISSN (Paper): 1545-598X
DOI: 10.1109/LGRS.2018.2841400
Regular:

As an unsupervised learning tool, autoencoder has been widely applied in many fields. In this letter, we propose a new robust unmixing algorithm that is based on stacked nonnegative sparse... View More

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