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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Vydané v:	ACM computing surveys Ročník 53; číslo 2
Hlavní autori:	Wu, Jian, Sheng, Victor S, Zhang, Jing, Li, Hua, Dadakova, Tetiana, Swisher, Christine Leon, Cui, Zhiming, Zhao, Pengpeng
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	United States 01.06.2020
Predmet:	annotation active learning Additional Key Words and Phrases sampling strategy multi-label image Image classification
ISSN:	0360-0300
On-line prístup:	Zistit podrobnosti o prístupe
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