Mixed Supervised Object Detection with Robust Objectness Transfer

In this paper, we consider the problem of leveraging existing fully labeled categories to improve the weakly supervised detection (WSD) of new object categories, which we refer to as mixed supervised detection (MSD). Different from previous MSD methods that directly transfer the pre-trained object d...

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Veröffentlicht in:	IEEE transactions on pattern analysis and machine intelligence 2019-03, Vol.41 (3), p.639-653
Hauptverfasser:	Li, Yan, Zhang, Junge, Huang, Kaiqi, Zhang, Jianguo
Format:	Artikel
Sprache:	eng
Schlagworte:	Categories Cats Detectors Face Invariants mixed supervised detection Object detection Object recognition robust objectness transfer Robustness Semantics State of the art Training Weakly supervised detection
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