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Distributed and Self-organizing Systems
Distributed and Self-organizing Systems

PUBLICATION

Automatic Semantic Image Annotation within the Domain of Software Modeling

Type

Conference Paper

Year

2010

Authors

heinrich

Antje Boehm-Peters

Antje Boehm-Peters

Event

IADIS WWW/INTERNET

Published in

Proceedings of the IADIS WWW/INTERNET

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Abstract

The information society requires capable means to access the vast set of digital content. Currently, search engines are the predominant approach to find suitable data. Although state-of-the-art search engines deliver decent results for textual content, algorithms to retrieve appropriate bitmap data fall short on providing proper image selections. Therefore, we propose a semantic image annotation solution that automatically classifies raw bitmap data visualizing software diagrams with an ontological formalism. Rather than applying pattern recognition techniques to an existing image pool, bitmap data is enhanced by semantic annotations at image creation time. Thus, the underlying data model can be exploited to derive semantic annotations. In contrast to pattern recognition algorithms, our approach implies a precise ontological classification which is the foundation of accurate bitmap search.

Reference

Heinrich, Matthias; , Antje B.: Automatic Semantic Image Annotation within the Domain of Software Modeling. Proceedings of the IADIS WWW/INTERNET, 2010.



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