Unsupervised image categorization by hypergraph partition

We present a framework for unsupervised image categorization in which images containing specific objects are taken as vertices in a hypergraph and the task of image clustering is formulated as the problem of hypergraph partition. First, a novel method is proposed to select the region of interest (RO...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 33(2011), 6 vom: 01. Juni, Seite 1266-73
1. Verfasser: Huang, Yuchi (VerfasserIn)
Weitere Verfasser: Liu, Qingshan, Lv, Fengjun, Gong, Yihong, Metaxas, Dimitris N
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2011
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article