Title
Large scale automatic image annotation based on convolutional neural network.
Abstract
•We construct a large scale image annotation model AIACNN by modifying the CaffeNet model.•The Multitask Voting (MV) method we proposed can select the original dataset and improve the accuracy of annotation to a certain extent.•The MV method can also be applied to achieving the adaptive label by combining the Naive Bayesian probability model.
Year
DOI
Venue
2017
10.1016/j.jvcir.2017.07.004
Journal of Visual Communication and Image Representation
Keywords
Field
DocType
Deep learning,Automatic image annotation,Adaptive label,Multitasking,Convolutional neural network
Convolutional neural network,Computer science,Image retrieval,Training effect,Artificial intelligence,Deep learning,Computer vision,Automatic image annotation,Annotation,Voting,Pattern recognition,Human multitasking,Machine learning
Journal
Volume
ISSN
Citations 
49
1047-3203
3
PageRank 
References 
Authors
0.36
19
6
Name
Order
Citations
PageRank
Ronggui Wang14410.06
Yunfei Xie230.36
Juan Yang34010.74
Lixia Xue484.56
Min Hu53112.64
Qingyang Zhang630.36