Context-Aware Query Selection for Active Learning in Event Recognition

Activity recognition is a challenging problem with many practical applications. In addition to the visual features, recent approaches have benefited from the use of context, e.g., inter-relationships among the activities and objects. However, these approaches require data to be labeled, entirely ava...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 42(2020), 3 vom: 01. März, Seite 554-567
1. Verfasser: Hasan, Mahmudul (VerfasserIn)
Weitere Verfasser: Paul, Sujoy, Mourikis, Anastasios I, Roy-Chowdhury, Amit K
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2020
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.