Weakly Supervised Large Scale Object Localization with Multiple Instance Learning and Bag Splitting

Localizing objects of interest in images when provided with only image-level labels is a challenging visual recognition task. Previous efforts have required carefully designed features and have difficulty in handling images with cluttered backgrounds. Up-scaling to large datasets also poses a challe...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 38(2016), 2 vom: 21. Feb., Seite 405-16
1. Verfasser: Ren, Weiqiang (VerfasserIn)
Weitere Verfasser: Huang, Kaiqi, Tao, Dacheng, Tan, Tieniu
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