Multi-Label Active Learning Algorithms for Image Classification: Overview and Future Promise

Image classification is a key task in image understanding, and multi-label image classification has become a popular topic in recent years. However, the success of multi-label image classification is closely related to the way of constructing a training set. As active learning aims to construct an e...

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Bibliographische Detailangaben

Veröffentlicht in:	ACM computing surveys Jg. 53; H. 2
Hauptverfasser:	Wu, Jian, Sheng, Victor S, Zhang, Jing, Li, Hua, Dadakova, Tetiana, Swisher, Christine Leon, Cui, Zhiming, Zhao, Pengpeng
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	United States 01.06.2020
Schlagworte:	annotation active learning Additional Key Words and Phrases sampling strategy multi-label image Image classification
ISSN:	0360-0300
Online-Zugang:	Weitere Angaben
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