Semantic Retrieval of Images by Learning from Wikipedia
| 言語 | 英語 |
|---|---|
| 種類 | 国際会議等の予稿 |
| 著者 | Martin Klinkigt，Koichi Kise，Heiko Maus，Andreas Dengel |
| 論文名 | Semantic Retrieval of Images by Learning from Wikipedia |
| 論文誌名 | 15th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems |
| Vol. | 6884 |
| ページ | pp.212-221 |
| 出版社 | Springer LNCS |
| 査読の有無 | 有 |
| 年月 | 2011年9月 |
| 分野 | 物体認識 |
| キー | Klinkigt2011b (id=1235) |
要約
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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