IEEE - Institute of Electrical and Electronics Engineers, Inc. - Feature Extraction for Hyperspectral Images Using Low-Rank Representation With Neighborhood Preserving Regularization

Author(s): Mengdi Wang ; Jing Yu ; Lijuan Niu ; Weidong Sun
Sponsor(s): IEEE Geoscience and Remote Sensing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Volume: PP
Page(s): 1 - 5
ISSN (Paper): 1545-598X
ISSN (Online): 1558-0571
DOI: 10.1109/LGRS.2017.2682849
Regular:

Hyperspectral images (HSIs) usually contain hundreds of spectral bands. When they are used for classification tasks, HSIs may suffer from the curse of high dimensionality. To address this problem,... View More

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