Truncated Robust Principle Component Analysis With A General Optimization Framework

Recently, several robust principle component analysis (RPCA) models have been proposed to improve the robustness of principle component analysis (PCA). But an important problem that the robustness to outliers affects the discrimination of correct samples has not been solved yet. To solve this proble...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 44(2022), 2 vom: 01. Feb., Seite 1081-1097
1. Verfasser: Nie, Feiping (VerfasserIn)
Weitere Verfasser: Wu, Danyang, Wang, Rong, Li, Xuelong
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2022
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article