Higher-Order Occurrence Pooling for Bags-of-Words : Visual Concept Detection

In object recognition, the Bag-of-Words model assumes: i) extraction of local descriptors from images, ii) embedding the descriptors by a coder to a given visual vocabulary space which results in mid-level features, iii) extracting statistics from mid-level features with a pooling operator that aggr...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 2 vom: 01. Feb., Seite 313-326
1. Verfasser:	Koniusz, Piotr (VerfasserIn)
Weitere Verfasser:	Yan, Fei, Gosselin, Philippe-Henri, Mikolajczyk, Krystian
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2017
Zugriff auf das übergeordnete Werk:	IEEE transactions on pattern analysis and machine intelligence
Schlagworte:	Journal Article Research Support, Non-U.S. Gov't