CSMMI class-specific maximization of mutual information for action and gesture recognition

CSMMI : class-specific maximization of mutual information for action and gesture recognition

In this paper, we propose a novel approach called class-specific maximization of mutual information (CSMMI) using a submodular method, which aims at learning a compact and discriminative dictionary for each class. Unlike traditional dictionary-based algorithms, which typically learn a shared diction...

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Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 23(2014), 7 vom: 21. Juli, Seite 3152-65
1. Verfasser: Wan, Jun (VerfasserIn)
Weitere Verfasser: Athitsos, Vassilis, Jangyodsuk, Pat, Escalante, Hugo Jair, Ruan, Qiuqi, Guyon, Isabelle
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2014
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article Research Support, Non-U.S. Gov't