Compressed sensing for quaternionic signals

We study the problem of compressed sensing for quaternionic Fourier matrices as arising in color representation of images. We will show that such matrices are allowing a sparse reconstruction by means of an l1-minimization with high probability. Examples of sparse sampling of color images are provid...

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Bibliographic Details
Main Author: Kähler, Uwe (author)
Other Authors: Hartmann, Stefan (author), Gomes, Narciso (author)
Format: article
Language:eng
Published: 2017
Subjects:
Online Access:http://hdl.handle.net/10773/16755
Country:Portugal
Oai:oai:ria.ua.pt:10773/16755