Distributed dictionary learning for sparse representation in sensor networks

This paper develops a distributed dictionary learning algorithm for sparse representation of the data distributed across nodes of sensor networks, where the sensitive or private data are stored or there is no fusion center or there exists a big data application. The main contributions of this paper...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 23(2014), 6 vom: 15. Juni, Seite 2528-41
1. Verfasser: Liang, Junli (VerfasserIn)
Weitere Verfasser: Zhang, Miaohua, Zeng, Xianyu, Yu, Guoyang
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2014
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article Research Support, Non-U.S. Gov't