Ontology based classification for multi-label image annotation

IA Reshma, MZ Ullah, M Aono - 2014 international conference …, 2014 - ieeexplore.ieee.org
… It usually involves a multi-class multi-label classification problem. To solve this problem, …
a novel approach, ontology based supervised learning for multi-label image annotation, where …

Ontology-based image classification and annotation

J Filali, HB Zghal, J Martinet - International Journal of Pattern …, 2020 - World Scientific
… 25, an ontology-based supervised learning for multi-label image … , we propose, in this paper,
to adopt our previous classiŻcation method for image annotation. Our motivation is to exploit …

Ontology-based multi-label classification of economic articles

S Vogrinčič, Z Bosnić - Computer Science and Information Systems, 2011 - doiserbia.nb.rs
… on ontologies (tools, economic ontologies), multi-label classification and text classification
our construction of the ontology of economics using a semi-automatic ontology tool and other …

Two-tier image annotation model based on a multi-label classifier and fuzzy-knowledge representation scheme

M Ivasic-Kos, M Pobar, S Ribaric - Pattern recognition, 2016 - Elsevier
… The obtained features are used for object classification. The assumption is that … for image
annotation, so multi-label classification methods are used. The result of the image classification

Ontology-based image annotation

L Yuee - 2010 - eprints.qut.edu.au
… and how to best use ontology in semantic representation and … problem of image semantic
annotation using ontology and … multi label image annotation. In all segmentation methods, an …

Multi-label literature classification based on the gene ontology graph

B Jin, B Muller, C Zhai, X Lu - BMC bioinformatics, 2008 - Springer
… the conventional flat multi-label classification approach. Furthermore, our … -based classification
is capable of suggesting annotations that are semantically close to the true annotations. …

[PDF][PDF] Ontology based Classification for Multi-label Image

IA Reshma, MZ Ullah, M Aono - researchgate.net
… , we propose a novel approach, ontology based supervised learning for multi-label image
technique for multilabel image annotation by leveraging the cheaply gathered web images. In …

Ontology based automatic image annotation using multi-class SVM

Z Wei, X Luo, F Zhou - … International Conference on Image and …, 2013 - ieeexplore.ieee.org
image annotation task as a Multi-Label Classification (MLC) problem, in which each
image can … While most of automatic image annotation (AIA) models make use of the co-occurrence …

Clustering based multi-label classification for image annotation and retrieval

G Nasierding, G Tsoumakas… - 2009 IEEE international …, 2009 - ieeexplore.ieee.org
… , 4 multilabel algorithms and 3 image annotation data sets suggest … the training time of
standard multi-label algorithms, particularly in … information on multi-label classification, including …

A knowledge-based multi-layered image annotation system

M Ivasic-Kos, I Ipsic, S Ribaric - Expert systems with applications, 2015 - Elsevier
… -knowledge based intelligent system for image annotation, … knowledge and can annotate
images with concepts on different … use multi-label learning for solving the problem of annotating