Open-World Visual Recognition Using Knowledge Graphs

In a real-world setting, visual recognition systems can be brought to make predictions for images belonging to previously unknown class labels. In order to make semantically meaningful predictions for such inputs, we propose a two-step approach that utilizes information from knowledge graphs. First,...

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Veröffentlicht in:	arXiv.org 2017-08
Hauptverfasser:	Lonij, Vincent P A, Rawat, Ambrish, Maria-Irina Nicolae
Format:	Artikel
Sprache:	eng
Schlagworte:	Graph representations Graphical representations Graphs Knowledge representation Labels Object recognition Smoothness Visual aspects
Online-Zugang:	Volltext
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