Automatic image annotation method based on a convolutional neural network with threshold optimization.

In this study, a convolutional neural network with threshold optimization (CNN-THOP) is proposed to solve the issue of overlabeling or downlabeling arising during the multilabel image annotation process in the use of a ranking function for label annotation along with prediction probability. This mod...

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Bibliographic Details
Main Authors: Jianfang Cao, Aidi Zhao, Zibang Zhang
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2020-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0238956