Variations on the Convolutional Sparse Coding Model

Over the past decade, the celebrated sparse representation model has achieved impressive results in various signal and image processing tasks. A convolutional version of this model, termed convolutional sparse coding (CSC), has been recently reintroduced and extensively studied. CSC brings a natural...

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Bibliographic Details
Published in:	IEEE transactions on signal processing Vol. 68; pp. 519 - 528
Main Authors:	Rey-Otero, Ives, Sulam, Jeremias, Elad, Michael
Format:	Journal Article
Language:	English
Published:	New York IEEE 2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Coding convex optimization Convolution Convolutional codes convolutional sparse coding Dictionaries Formulations Image coding Image processing Image reconstruction Norms parallel proximal algorithm Representations Signal processing Signal processing algorithms Silicon Sparse representation
ISSN:	1053-587X, 1941-0476
Online Access:	Get full text
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