Dynamic hybrid algorithms for MAP inference in discrete MRFs

In this paper, we present novel techniques that improve the computational and memory efficiency of algorithms for solving multilabel energy functions arising from discrete mrfs or crfs. These methods are motivated by the observations that the performance of minimization algorithms depends on: 1) the...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1998. - 32(2010), 10 vom: 01. Okt., Seite 1846-57
1. Verfasser: Alahari, Karteek (VerfasserIn)
Weitere Verfasser: Kohli, Pushmeet, Torr, Philip H S
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2010
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't