Weakly Supervised Object Localization with Multi-Fold Multiple Instance Learning

Object category localization is a challenging problem in computer vision. Standard supervised training requires bounding box annotations of object instances. This time-consuming annotation process is sidestepped in weakly supervised learning. In this case, the supervised information is restricted to...

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Veröffentlicht in:IEEE transactions on pattern analysis and machine intelligence. - 1979. - 39(2017), 1 vom: 01. Jan., Seite 189-203
1. Verfasser: Cinbis, Ramazan Gokberk (VerfasserIn)
Weitere Verfasser: Verbeek, Jakob, Schmid, Cordelia
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2017
Zugriff auf das übergeordnete Werk:IEEE transactions on pattern analysis and machine intelligence
Schlagworte:Journal Article Research Support, Non-U.S. Gov't