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...

Full description

Bibliographic Details

Published in:	ACM computing surveys Vol. 53; no. 2
Main Authors:	Wu, Jian, Sheng, Victor S, Zhang, Jing, Li, Hua, Dadakova, Tetiana, Swisher, Christine Leon, Cui, Zhiming, Zhao, Pengpeng
Format:	Journal Article
Language:	English
Published:	United States 01.06.2020
Subjects:	annotation active learning Additional Key Words and Phrases sampling strategy multi-label image Image classification
ISSN:	0360-0300
Online Access:	Get more information
Tags:	Add Tag No Tags, Be the first to tag this record!