Semantics-Preserving Graph Propagation for Zero-Shot Object Detection

Most existing object detection models are restricted to detecting objects from previously seen categories, an approach that tends to become infeasible for rare or novel concepts. Accordingly, in this paper, we explore object detection in the context of zero-shot learning, i.e., Zero-Shot Object Dete...

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Bibliographic Details
Published in:	IEEE transactions on image processing Vol. 29; p. 1
Main Authors:	Yan, Caixia, Zheng, Qinghua, Chang, Xiaojun, Luo, Minnan, Yeh, Chung-Hsing, Hauptmann, Alexander G.
Format:	Journal Article
Language:	English
Published:	United States IEEE 01.01.2020 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	Algorithms Bicycles Correlation graph propagation Graphical representations Graphs Mapping Modules Motorcycles Object detection Object recognition Propagation semantic embedding semantic relation Semantics Task analysis Visualization Zero-shot object detection
ISSN:	1057-7149, 1941-0042, 1941-0042
Online Access:	Get full text
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