Optimal linear representations of images for object recognition

Although linear representations are frequently used in image analysis, their performances are seldom optimal in specific applications. This paper proposes a stochastic gradient algorithm for finding optimal linear representations of images for use in appearance-based object recognition. Using the ne...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1998. - 26(2004), 5 vom: 27. Mai, Seite 662-6
1. Verfasser: Liu, Xiuwen (VerfasserIn)
Weitere Verfasser: Srivastava, Anuj, Gallivan, Kyle
Format: Aufsatz
Sprache:English
Veröffentlicht: 2004
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Comparative Study Journal Article Research Support, U.S. Gov't, Non-P.H.S.