摘要
This working notes paper describes our first participation in the ImageCLEF2010Wikipedia Retrieval Task[1]. In this task, we mainly test our Quantum Theory inspired retrieval function on cross media retrieval. Instead of heuristically combining the ranking scores independently from different media types, we develop a tensor product based model to represent textual and visual content features of an image as a non-separable composite system. Such system incorporates the statistical/semantic dependencies between certain features. Then the ranking scores of the images are computed in a way as quantum measurement does. Meanwhile, we also test a new local feature that we have developed for content based image retrieval.
| 源语言 | 英语 |
|---|---|
| 期刊 | CEUR Workshop Proceedings |
| 卷 | 1176 |
| 出版状态 | 已出版 - 2010 |
| 已对外发布 | 是 |
| 活动 | 2010 Cross Language Evaluation Forum Conference, CLEF 2010 - Padua, 意大利 期限: 22 9月 2010 → 23 9月 2010 |
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