On the Equivalence of the LC-KSVD and the D-KSVD Algorithms

Sparse and redundant representations, where signals are modeled as a combination of a few atoms from an overcomplete dictionary, is increasingly used in many image processing applications, such as denoising, super resolution, and classification. One common problem is learning a "good" dict...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 2 vom: 01. Feb., Seite 411-416
1. Verfasser: Kviatkovsky, Igor (VerfasserIn)
Weitere Verfasser: Gabel, Moshe, Rivlin, Ehud, Shimshoni, Ilan
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article