IEEE - Institute of Electrical and Electronics Engineers, Inc. - Learning Filter Bank Sparsifying Transforms

Author(s): Luke Pfister ; Yoram Bresler
Sponsor(s): IEEE Signal Processing Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 15 January 2019
Volume: 67
Page(s): 504 - 519
ISSN (Electronic): 1941-0476
ISSN (Paper): 1053-587X
DOI: 10.1109/TSP.2018.2883021
Regular:

Data are said to follow the transform (or analysis) sparsity model if they become sparse when acted on by a linear operator called a sparsifying transform. Several algorithms have been designed to... View More

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