IEEE - Institute of Electrical and Electronics Engineers, Inc. - Tensor-Based Classification Models for Hyperspectral Data Analysis

Author(s): Konstantinos Makantasis ; Anastasios D. Doulamis ; Nikolaos D. Doulamis ; Antonis Nikitakis
Sponsor(s): IEEE Geoscience and Remote Sensing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2018
Volume: 56
Page(s): 6,884 - 6,898
ISSN (Electronic): 1558-0644
ISSN (Paper): 0196-2892
DOI: 10.1109/TGRS.2018.2845450
Regular:

In this paper, we present tensor-based linear and nonlinear models for hyperspectral data classification and analysis. By exploiting the principles of tensor algebra, we introduce new... View More

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