Incremental Learning of Random Forests for Large-Scale Image Classification

Large image datasets such as ImageNet or open-ended photo websites like Flickr are revealing new challenges to image classification that were not apparent in smaller, fixed sets. In particular, the efficient handling of dynamically growing datasets, where not only the amount of training data but als...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 3 vom: 05. März, Seite 490-503
1. Verfasser:	Ristin, Marko (VerfasserIn)
Weitere Verfasser:	Guillaumin, Matthieu, Gall, Juergen, Van Gool, Luc
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