IEEE - Institute of Electrical and Electronics Engineers, Inc. - Analysis Dictionary Learning Based Classification: Structure for Robustness

Author(s): Wen Tang ; Ashkan Panahi ; Hamid Krim ; Liyi Dai
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 December 2019
Volume: 28
Page(s): 6,035 - 6,046
ISSN (Electronic): 1941-0042
ISSN (Paper): 1057-7149
DOI: 10.1109/TIP.2019.2919409
Regular:

A discriminative structured analysis dictionary is proposed for the classification task. A structure of the union of subspaces (UoS) is integrated into the conventional analysis dictionary... View More

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