A-Optimal Projection for Image Representation

We consider the problem of image representation from the perspective of statistical design. Recent studies have shown that images are possibly sampled from a low dimensional manifold despite of the fact that the ambient space is usually very high dimensional. Learning low dimensional image represent...

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Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 5 vom: 01. Mai, Seite 1009-15
1. Verfasser:	He, Xiaofei (VerfasserIn)
Weitere Verfasser:	Zhang, Chiyuan, Zhang, Lijun, Li, Xuelong
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2016
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't