Semantic Retrieval of Images by Learning from Wikipedia
| Language | English |
|---|---|
| Type | Proceedings of International Conferences |
| Authors | Martin Klinkigt, Koichi Kise, Heiko Maus, Andreas Dengel |
| Title | Semantic Retrieval of Images by Learning from Wikipedia |
| Journal | 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems |
| Vol. | 6884 |
| Pages | pp.212-221 |
| Publisher | Springer LNCS |
| Reviewed | Reviewed |
| Date | September 2011 |
| Research fields | Object Recognition |
| Key | Klinkigt2011b (id=1235) |
Abstract
In this paper we develop a prototype of an image management system supporting the user organizing his images with the help of semantic annotations. The system automatically contributes such annotations to close the gap between images and concepts expressing their content. We propose a novel integration into a Semantic Desktop and the usage of Wikipedia to address the common problem of initial knowledge acquisition and improvement of the performance. With an evaluation on a challenging dataset out system outperforms a purely image processing based approach by 30%.
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