Dictionary Learning for Sparse Coding : Algorithms and Convergence Analysis

In recent years, sparse coding has been widely used in many applications ranging from image processing to pattern recognition. Most existing sparse coding based applications require solving a class of challenging non-smooth and non-convex optimization problems. Despite the fact that many numerical m...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 7 vom: 15. Juli, Seite 1356-69
1. Verfasser:	Bao, Chenglong (VerfasserIn)
Weitere Verfasser:	Ji, Hui, Quan, Yuhui, Shen, Zuowei
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2016
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article