Semantic relationships in multi-modal graphs for automatic image annotation

Stathopoulos, V., Urban, J. and Jose, J. (2008) Semantic relationships in multi-modal graphs for automatic image annotation. Lecture Notes in Computer Science, 4956, pp. 490-497. (doi: 10.1007/978-3-540-78646-7_47)

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Publisher's URL: http://dx.doi.org/10.1007/978-3-540-78646-7_47

Abstract

It is important to integrate contextual information in order to improve the inaccurate results of current approaches for automatic image annotation. Graph based representations allow incorporation of such information. However, their behaviour has not been studied in this context. We conduct extensive experiments to show the properties of such representations using semantic relationships as a type of contextual information. We also experimented with different similarity measures for semantic features and results are presented.

Item Type:Articles
Status:Published
Refereed:Yes
Glasgow Author(s) Enlighten ID:Jose, Professor Joemon and Stathopoulos, Mr Vasileios and Urban, Jana
Authors: Stathopoulos, V., Urban, J., and Jose, J.
Subjects:Z Bibliography. Library Science. Information Resources > Z665 Library Science. Information Science
Q Science > QA Mathematics > QA75 Electronic computers. Computer science
College/School:College of Science and Engineering > School of Computing Science
Journal Name:Lecture Notes in Computer Science
Publisher:Springer
ISSN:0302-9743
ISSN (Online):1611-3349

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