Kronecker-Basis-Representation Based Tensor Sparsity and Its Applications to Tensor Recovery

As a promising way for analyzing data, sparse modeling has achieved great success throughout science and engineering. It is well known that the sparsity/low-rank of a vector/matrix can be rationally measured by nonzero-entries-number ( norm)/nonzero- singular-values-number (rank), respectively. Howe...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 40(2018), 8 vom: 01. Aug., Seite 1888-1902
1. Verfasser: Xie, Qi (VerfasserIn)
Weitere Verfasser: Zhao, Qian, Meng, Deyu, Xu, Zongben
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't